{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d1a6c5142d53","filters":{"venue":"Advances in neuroethics"}},"results":[{"id":"W4367155221","doi":"10.1007/978-3-031-26801-4_5","title":"Future Developments in Brain/Neural–Computer Interface Technology","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Brain–computer interface; Computer science; Mainstream; Brain function; Interface (matter); Field (mathematics); Human–computer interaction; Cognitive science; Neuroscience; Psychology; Electroencephalography; Political science","authors":[{"name":"Surjo R. Soekadar","is_ca":false},{"name":"Mareike Vermehren","is_ca":false},{"name":"Annalisa Colucci","is_ca":false},{"name":"David Haslacher","is_ca":false},{"name":"Christoph Bublitz","is_ca":false},{"name":"Marcello Ienca","is_ca":false},{"name":"Jennifer A. Chandler","is_ca":true},{"name":"Benjamin Blankertz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03539871229024564,"gpt":0.3190291187292187,"spread":0.283630406438973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008843219,0.0008144279,0.0004897313,0.001228179,0.000352337,0.00223108,0.001254893,0.001841593,0.05175489],"category_scores_gemma":[0.001294151,0.0003536317,0.0004190445,0.00179849,0.0007434209,0.005516312,0.0009003248,0.002149796,0.01943997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702867,"about_ca_system_score_gemma":0.0008015224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005820195,"about_ca_topic_score_gemma":0.001040724,"domain_scores_codex":[0.9996876,0.00005845802,0.00001950249,0.00004061366,0.0001715834,0.00002224944],"domain_scores_gemma":[0.9993392,0.0004080991,0.00001938686,0.00004098628,0.0001576106,0.00003469816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003170524,0.00008415939,0.00007939523,0.001190504,0.0000109317,0.0001203905,0.0001193286,0.0009086697,0.004652752,0.1276405,0.1214198,0.7437419],"study_design_scores_gemma":[0.000006891092,0.00004468855,0.0001806684,0.0003661956,0.000008510523,0.0004377606,0.00005234506,0.001930284,0.001450218,0.04645419,0.9490551,0.00001316721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002210879,0.3752749,0.1136699,0.01168135,0.009378186,0.00007995069,0.0002798502,0.0008577257,0.4865673],"genre_scores_gemma":[0.01477673,0.3263718,0.08865707,0.00580501,0.006788825,0.000126713,0.0005185685,0.0005160269,0.5564392],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05175489,"threshold_uncertainty_score":0.1731374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990355295","doi":"10.1007/978-3-030-27177-0_12","title":"The Social Neuroscience of Empathy and Its Implication for Business Ethics","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute; HEC Montréal","funders":"","keywords":"Empathy; Neuroethics; Social neuroscience; Psychology; Prosocial behavior; Scholarship; Cognition; Cognitive neuroscience; Cognitive science; Social cognition; Social psychology; Neuroscience; Political science","authors":[{"name":"Joé T. Martineau","is_ca":true},{"name":"Jean Decety","is_ca":false},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1932980954746621,"gpt":0.384131640518483,"spread":0.1908335450438209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179461,0.0005020811,0.0003501394,0.0008560747,0.001244255,0.004783507,0.0008165287,0.003255971,0.009155553],"category_scores_gemma":[0.002175349,0.0001965923,0.0002137375,0.0008821805,0.0107255,0.004851985,0.001236377,0.003790031,0.00140054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067976,"about_ca_system_score_gemma":0.001876276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309402,"about_ca_topic_score_gemma":0.002336832,"domain_scores_codex":[0.9994481,0.0003392296,0.00001014078,0.0000396221,0.0001270877,0.00003575672],"domain_scores_gemma":[0.9985088,0.001238361,0.00004812602,0.00005123213,0.00009503551,0.00005856414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002598075,0.000007926029,0.00002056961,0.00003353009,0.000001416206,0.00002463103,0.0004011313,0.00009884335,0.00006669642,0.9783875,0.01095499,0.01000027],"study_design_scores_gemma":[0.000002166957,0.000004383141,0.0001367793,0.00008694049,9.465098e-7,0.00008850808,0.0003314569,0.000277831,0.00004748741,0.8953945,0.1036249,0.000004222114],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002147013,0.05744117,0.01139501,0.03095949,0.001758923,0.0000186211,0.00002676244,0.00002612736,0.8962268],"genre_scores_gemma":[0.2882349,0.07059626,0.01968594,0.01803933,0.007632023,0.0002663446,0.00008052893,0.0001437903,0.5953209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009155553,"threshold_uncertainty_score":0.03062832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285270108","doi":"10.1007/978-3-030-97641-5","title":"Brain Organoids in Research and Therapy","year":2022,"lang":"en","type":"book","venue":"Advances in neuroethics","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Organoid; Neuroscience; Computer science; Medicine; Psychology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3437767012224607,"gpt":0.5601071521919128,"spread":0.216330450969452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003320536,0.0006956255,0.0005508594,0.0007757055,0.0003830867,0.001407139,0.0006028411,0.0008630493,0.01675754],"category_scores_gemma":[0.000247177,0.0001840896,0.0002541014,0.00061541,0.001323435,0.001489164,0.001082784,0.001932264,0.005737761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343331,"about_ca_system_score_gemma":0.0005520891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008255855,"about_ca_topic_score_gemma":0.002360591,"domain_scores_codex":[0.9999008,0.00002718467,0.000003718857,0.00001043885,0.00005048086,0.000007320464],"domain_scores_gemma":[0.9999352,0.00003807956,0.000003442642,0.000006630622,0.000009052869,0.000007664672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007406397,0.00005519678,0.00005298077,0.0009152039,0.00001609339,0.0004042053,0.0004388404,0.0009010267,0.01039874,0.235843,0.2232399,0.5276608],"study_design_scores_gemma":[0.000004863568,0.00002136516,0.00004210102,0.000138581,0.000003908538,0.0004737923,0.00004999719,0.0001102918,0.0008015457,0.02216527,0.976183,0.000005249196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001799028,0.5724457,0.0154206,0.005408829,0.005865139,0.00005164261,0.0001424561,0.0001707311,0.3986958],"genre_scores_gemma":[0.02258211,0.339396,0.01321197,0.003491615,0.002494237,0.0002184954,0.0001598243,0.0002102911,0.6182355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01675754,"threshold_uncertainty_score":0.0560596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313349485","doi":"10.1007/978-3-031-15947-3_22","title":"Legal Responses to Religious and Other Objections to Declaration of Death by Neurologic Criteria","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Declaration; Law; Statutory law; Religious freedom; Political science; Context (archaeology); Freedom of religion; Human rights; History; Politics","authors":[{"name":"Jennifer A. Chandler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03849344482177065,"gpt":0.3444089714239527,"spread":0.3059155266021821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009923849,0.0004298175,0.0005670422,0.0009449819,0.006127469,0.007805224,0.002726055,0.01870132,0.008701161],"category_scores_gemma":[0.01994607,0.0005531924,0.0005642726,0.0008111286,0.0161223,0.004705452,0.005020011,0.02136542,0.002850335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005237135,"about_ca_system_score_gemma":0.00806232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008392199,"about_ca_topic_score_gemma":0.02439731,"domain_scores_codex":[0.9940333,0.002916213,0.0003062731,0.0003728161,0.00162871,0.0007426495],"domain_scores_gemma":[0.9888361,0.009309421,0.0003981421,0.0003834415,0.0007754711,0.000297342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004850086,0.00001219702,0.00004903434,0.00003836667,0.000002435808,0.0001965555,0.003707237,0.00006872886,0.00009573394,0.8729055,0.1160482,0.006871202],"study_design_scores_gemma":[0.00001057855,0.00001205148,0.0002257531,0.000595725,0.000008925123,0.0005133632,0.002564169,0.0001853033,0.0003099236,0.1688569,0.826692,0.00002526785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002402098,0.005934361,0.001894288,0.1112025,0.006024067,0.0000504906,0.00004621733,0.00003807692,0.8724079],"genre_scores_gemma":[0.1233864,0.006876102,0.003876818,0.1693459,0.00566306,0.0002722807,0.0000787487,0.0001458569,0.6903548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01870132,"threshold_uncertainty_score":0.05248296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367155248","doi":"10.1007/978-3-031-26801-4_8","title":"Having the Ability to Have a Good Life: What Might Be the Impact of BCIs?","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Perception; Psychology; Social life; Applied psychology; Social science","authors":[{"name":"Brielle Lillywhite","is_ca":true},{"name":"Gregor Wolbring","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311234185732564,"gpt":0.4040418621228308,"spread":0.2729184435495743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002298777,0.0004710057,0.0005699698,0.0005790118,0.00163509,0.007712098,0.0009920591,0.00419848,0.02452066],"category_scores_gemma":[0.006083038,0.0001801393,0.0003260486,0.0008288366,0.007204626,0.009555139,0.001947101,0.007935613,0.006033725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003663103,"about_ca_system_score_gemma":0.004852568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141903,"about_ca_topic_score_gemma":0.01377757,"domain_scores_codex":[0.9988569,0.0004971934,0.00002439961,0.00007651637,0.000393584,0.0001514364],"domain_scores_gemma":[0.9976757,0.001370374,0.000100315,0.00007377053,0.0003813271,0.0003985476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005123132,0.00007105024,0.0002326517,0.0004193567,0.00001553165,0.0001102588,0.00130003,0.0001108744,0.0001362364,0.505271,0.3287933,0.1634885],"study_design_scores_gemma":[0.00001202476,0.0000377863,0.0006551304,0.001752208,0.00001089578,0.0003442771,0.00146858,0.0001293244,0.0001274232,0.1672269,0.828217,0.00001841418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001889694,0.1497253,0.00161835,0.3494319,0.01473268,0.0000238608,0.0001053677,0.00004764936,0.4824251],"genre_scores_gemma":[0.09215505,0.2730787,0.005223159,0.2072235,0.0119092,0.0001683293,0.000166971,0.0002118772,0.4098632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02452066,"threshold_uncertainty_score":0.08202982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313349387","doi":"10.1007/978-3-031-15947-3_15","title":"Observation Time Prior to Determination of Death by Neurologic Criteria","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Confounding; Time of death; Intensive care medicine; Intensive care unit; Cause of death; Emergency medicine; Internal medicine; Disease","authors":[{"name":"Jeanne Teitelbaum","is_ca":true},{"name":"Murdoch Leeies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03776233642181316,"gpt":0.3289419516658831,"spread":0.29117961524407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004843156,0.0001346303,0.0001886638,0.0005142909,0.0004999054,0.0008200059,0.000435028,0.0004416708,0.009733686],"category_scores_gemma":[0.003346291,0.00009034076,0.0002493205,0.0004154548,0.0003334752,0.0006013336,0.000504976,0.001140305,0.001636226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007272934,"about_ca_system_score_gemma":0.00115056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007323073,"about_ca_topic_score_gemma":0.01636486,"domain_scores_codex":[0.9998053,0.00003873892,0.00001777001,0.00004184216,0.0000488336,0.00004751817],"domain_scores_gemma":[0.9986186,0.0007445271,0.0001984284,0.00009838435,0.0002046794,0.0001353701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007668594,0.0004189866,0.2360509,0.0005836741,0.00007798298,0.00424723,0.003582526,0.001329362,0.01419258,0.03022923,0.02817779,0.6734412],"study_design_scores_gemma":[0.0001159081,0.002487792,0.6067307,0.001332376,0.0003175898,0.01166591,0.004489043,0.001590605,0.01508247,0.02008089,0.3359979,0.0001089077],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6085539,0.03850085,0.03873436,0.009188297,0.00278787,0.0003361064,0.007447949,0.0004612556,0.2939894],"genre_scores_gemma":[0.9487572,0.006953585,0.004068275,0.0004408481,0.000293975,0.0001058663,0.001270934,0.00005351656,0.03805594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009733686,"threshold_uncertainty_score":0.03256238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313349066","doi":"10.1007/978-3-031-15947-3_13","title":"Arguments Opposing the Requirement to Demonstrate Absence of Brain Circulation to Determine Death by Neurologic Criteria","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Brain function; Brainstem; Coma (optics); Intensive care medicine; Psychology; Neuroscience; Internal medicine","authors":[{"name":"Joel Neves Briard","is_ca":true},{"name":"Michaël Chassé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05937871886264856,"gpt":0.3479228996025633,"spread":0.2885441807399148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01058082,0.0004232708,0.0004342418,0.0006653186,0.001906876,0.003805212,0.001667433,0.01003775,0.0049083],"category_scores_gemma":[0.01976833,0.0003808198,0.0004377388,0.0004056308,0.01690132,0.004539013,0.002022377,0.01947866,0.002376146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310832,"about_ca_system_score_gemma":0.00267729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809782,"about_ca_topic_score_gemma":0.006243329,"domain_scores_codex":[0.996837,0.001525962,0.0001490263,0.0003370326,0.0009486894,0.0002023242],"domain_scores_gemma":[0.9862242,0.01194547,0.0003292939,0.000347102,0.000909148,0.0002447524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002108123,0.000009835655,0.0001059819,0.00004721668,0.00000415179,0.0001055832,0.0005172233,0.0001111925,0.0001657565,0.9395392,0.05118139,0.008191297],"study_design_scores_gemma":[0.0000319044,0.00002017088,0.0005198559,0.0005587706,0.0000177716,0.0004611342,0.0004919776,0.0003832537,0.0005298418,0.6344126,0.3625464,0.00002629864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004300693,0.007465381,0.01470711,0.228226,0.01040235,0.00008342821,0.0001441598,0.00006040013,0.7346103],"genre_scores_gemma":[0.28502,0.008101476,0.0349963,0.4007018,0.01265572,0.0006135602,0.0002076478,0.000211677,0.257492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01058082,"threshold_uncertainty_score":0.05595744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313349190","doi":"10.1007/978-3-031-15947-3_18","title":"Research Questions to Inform the Determination of Death by Neurologic Criteria","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University; Canadian Blood Services; Montreal Children's Hospital","funders":"","keywords":"Psychology; Medicine","authors":[{"name":"Guillaume Maître","is_ca":true},{"name":"Sam D. Shemie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0854663739274035,"gpt":0.4301156816642342,"spread":0.3446493077368307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01763746,0.0005408801,0.0007476752,0.001529064,0.001149319,0.004760608,0.002555087,0.003726254,0.01733403],"category_scores_gemma":[0.02897264,0.0002295614,0.0003402827,0.001232474,0.01023094,0.01007932,0.001296942,0.006626714,0.00426573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002922863,"about_ca_system_score_gemma":0.005455532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002446746,"about_ca_topic_score_gemma":0.006450171,"domain_scores_codex":[0.9960836,0.003063779,0.0001319,0.0001875821,0.0004320962,0.0001009824],"domain_scores_gemma":[0.9619247,0.03353885,0.0006095085,0.0008052367,0.002570186,0.0005514933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003851419,0.00006201816,0.0007239875,0.0004510186,0.00001060994,0.0001578018,0.001259625,0.000272825,0.0001764734,0.7416221,0.1602637,0.09496135],"study_design_scores_gemma":[0.000008963625,0.00002737509,0.0007513291,0.00203364,0.00000908394,0.0003091108,0.002479041,0.0002657982,0.0001791831,0.6509965,0.3429236,0.00001634302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001844697,0.1285737,0.01454562,0.4598972,0.01473858,0.00009749587,0.0005299099,0.00005239758,0.3797204],"genre_scores_gemma":[0.1417676,0.3103256,0.06449872,0.2090961,0.04479486,0.0009520853,0.001476295,0.0002706882,0.2268181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01763746,"threshold_uncertainty_score":0.09327692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990436405","doi":"10.1007/978-3-030-27177-0_2","title":"Section Introduction: The Ethics of Organizational Neuroscience","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; HEC Montréal","funders":"","keywords":"Enthusiasm; Neuroethics; Engineering ethics; Section (typography); Neuroscience; Ethical issues; Organizational studies; Political science; Psychology; Organization development; Public relations; Engineering; Computer science; Social psychology","authors":[{"name":"Joé T. Martineau","is_ca":true},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06813212523642392,"gpt":0.3416615070428652,"spread":0.2735293818064413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006569911,0.0006315332,0.0003939102,0.001105745,0.001573394,0.004034346,0.0007753197,0.002861828,0.07176142],"category_scores_gemma":[0.001450582,0.0002663191,0.0002707235,0.001041843,0.002022915,0.003665735,0.001166021,0.003784522,0.0190888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356708,"about_ca_system_score_gemma":0.001581611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521609,"about_ca_topic_score_gemma":0.004396263,"domain_scores_codex":[0.9995747,0.0001307035,0.00001690731,0.00005639722,0.0001812659,0.00004000741],"domain_scores_gemma":[0.9993356,0.0004145273,0.00002646655,0.00003730129,0.0001408649,0.00004526638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005702606,0.00002412721,0.00003604409,0.0001062942,0.000001201198,0.00004169389,0.0003109861,0.0001339971,0.0001436559,0.5734864,0.3964315,0.0292783],"study_design_scores_gemma":[0.000001257281,0.000003607131,0.00006953454,0.0001557667,6.586537e-7,0.00005191166,0.0000883909,0.00008234916,0.00005618382,0.08175591,0.917731,0.000003425454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0002766762,0.01667213,0.003249909,0.01136989,0.005219264,0.00003655138,0.0001579539,0.00008014007,0.9629374],"genre_scores_gemma":[0.007565814,0.01146958,0.002180707,0.005711992,0.004882912,0.00007903467,0.0001801237,0.0001232413,0.9678066],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07176142,"threshold_uncertainty_score":0.2400659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412191148","doi":"10.1007/978-3-031-92401-9_4","title":"Family and Caregiver Perspectives on TMS Treatment of Refractory Conditions: A Pilot Investigation","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Refractory (planetary science); Psychotherapist; Materials science; Metallurgy","authors":[{"name":"A. D’Alessandro","is_ca":false},{"name":"Iris Coates McCall","is_ca":true},{"name":"Veljko Dubljević","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07878960287986568,"gpt":0.3360372035763087,"spread":0.257247600696443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243551,0.0001446524,0.0001958937,0.0003681366,0.001390491,0.0007306026,0.0002139051,0.0003499035,0.003942941],"category_scores_gemma":[0.004518421,0.00007173162,0.000170798,0.000456317,0.0005235625,0.0006479239,0.0005582569,0.0005897434,0.0002457708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006917528,"about_ca_system_score_gemma":0.0008595904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328997,"about_ca_topic_score_gemma":0.005336354,"domain_scores_codex":[0.9993758,0.0004673594,0.00001846388,0.00002120353,0.00005492717,0.00006227103],"domain_scores_gemma":[0.9977367,0.001633816,0.0001973656,0.00003847035,0.0001466887,0.0002470085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004755521,0.0045779,0.2897865,0.0006738751,0.00008816679,0.04730266,0.3940338,0.0005201794,0.007470015,0.004180299,0.008592078,0.2380189],"study_design_scores_gemma":[0.000199686,0.004201531,0.4327901,0.0005781782,0.0001395094,0.02319426,0.5101396,0.0006098244,0.002008324,0.002356375,0.0236807,0.0001018594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890116,0.001041047,0.0001329531,0.0004978873,0.00002248411,0.00002777148,0.000111923,0.000001575084,0.009152611],"genre_scores_gemma":[0.9958228,0.001578012,0.0001653643,0.0001715121,0.00002543721,0.00004151008,0.00007544851,0.000002258049,0.002117742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942941,"threshold_uncertainty_score":0.01319045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313349204","doi":"10.1007/978-3-031-15947-3_16","title":"Temperature Considerations in the Determination of Death by Neurologic Criteria","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Ontario Brain Institute; University of Toronto; University Health Network","funders":"","keywords":"Hypothermia; Confounding; Medicine; Exacerbation; Intensive care medicine; Brain function; Thermoregulation; Cause of death; Anesthesia; Neuroscience; Psychology; Internal medicine; Disease","authors":[{"name":"Jeffrey M. Singh","is_ca":true},{"name":"Andrew Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027890701571489,"gpt":0.334893608613111,"spread":0.307002907041622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00342431,0.0005642193,0.0006055228,0.000784062,0.0006951019,0.002247387,0.001369715,0.002261892,0.002593255],"category_scores_gemma":[0.00732083,0.0002624309,0.0003466419,0.0004471722,0.00478146,0.002534355,0.001465733,0.007235061,0.001439348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280635,"about_ca_system_score_gemma":0.001534825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950046,"about_ca_topic_score_gemma":0.006049689,"domain_scores_codex":[0.9985332,0.000936591,0.00007418529,0.00006621082,0.0003379948,0.00005179649],"domain_scores_gemma":[0.9968829,0.002655945,0.00008866408,0.00005711071,0.0002412393,0.00007413122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001566153,0.00006534944,0.001192124,0.0006976709,0.00002876131,0.002020031,0.003060147,0.002544071,0.001102328,0.4500312,0.2374431,0.3016586],"study_design_scores_gemma":[0.00001037699,0.00009906351,0.001776209,0.002574527,0.00002232866,0.003449557,0.001391514,0.001445339,0.0006071415,0.2884929,0.7000747,0.00005619874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004560472,0.2442341,0.0561126,0.07590178,0.02861902,0.0001389801,0.0001688815,0.0001484918,0.5901156],"genre_scores_gemma":[0.1678764,0.2664852,0.08860552,0.06590535,0.03509961,0.0005750322,0.0002480242,0.0005792485,0.3746256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00342431,"threshold_uncertainty_score":0.01810974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412190807","doi":"10.1007/978-3-031-92401-9_14","title":"Transcranial Magnetic Stimulation for Substance Use Disorders: Ethical Considerations","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Substance use; Stimulation; Psychology; Neuroscience; Medicine; Psychiatry","authors":[{"name":"Dhvani Mehta","is_ca":true},{"name":"Melissa Hiebert","is_ca":false},{"name":"Victor M. Tang","is_ca":true},{"name":"Heather Burrell Ward","is_ca":false},{"name":"Tony P. George","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07400017820884285,"gpt":0.3373971945017852,"spread":0.2633970162929423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006284254,0.000555634,0.0005511474,0.0006207094,0.001542411,0.003350438,0.001387274,0.008910769,0.01055901],"category_scores_gemma":[0.005851966,0.0002865048,0.0002473173,0.0004398268,0.006052497,0.00564459,0.00160374,0.007689692,0.003947384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126414,"about_ca_system_score_gemma":0.002634535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008432865,"about_ca_topic_score_gemma":0.003237331,"domain_scores_codex":[0.9985911,0.000693223,0.00006549662,0.0000857843,0.0004985803,0.0000658873],"domain_scores_gemma":[0.9937639,0.005576913,0.00007492257,0.0002011689,0.0002798169,0.000103427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001832213,0.00005232208,0.00005409613,0.0002614049,0.000003745135,0.000477293,0.001028636,0.0001571765,0.0005754916,0.6068624,0.2677007,0.1228083],"study_design_scores_gemma":[0.000006846683,0.00001977989,0.0001095544,0.0005709652,0.000003460121,0.001208725,0.0002623509,0.0001293201,0.0002773199,0.1309312,0.8664703,0.00001007011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001520379,0.122433,0.01640536,0.1510323,0.01387333,0.0001064503,0.00009891161,0.0001288242,0.6944014],"genre_scores_gemma":[0.03195343,0.08069675,0.02281105,0.1102789,0.01163709,0.0005427523,0.00009447007,0.000228201,0.7417574],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01055901,"threshold_uncertainty_score":0.03532344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247420894","doi":"10.1007/978-3-030-27177-0_1","title":"Introduction","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in neuroethics","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; HEC Montréal","funders":"","keywords":"Psychology; Neurolaw; Organizational studies; Cognitive neuroscience; Engineering ethics; Cognition; Social neuroscience; Neuroscience; Organizational commitment; Social psychology; Social cognition","authors":[{"name":"Joé T. Martineau","is_ca":true},{"name":"Éric Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05429448608760683,"gpt":0.3322715954055668,"spread":0.27797710931796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007791838,0.0006672775,0.0004284549,0.001231568,0.001388675,0.004273925,0.001439283,0.001960647,0.5767879],"category_scores_gemma":[0.002670892,0.0002458533,0.0004442999,0.001170484,0.0006278466,0.003026812,0.002457291,0.001786387,0.4005648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271367,"about_ca_system_score_gemma":0.0016786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471869,"about_ca_topic_score_gemma":0.003964147,"domain_scores_codex":[0.9993541,0.00008311588,0.00002648752,0.0001416322,0.0003222919,0.00007250022],"domain_scores_gemma":[0.9992494,0.0001319037,0.00002651734,0.0001117513,0.0003500348,0.0001302564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002796283,0.00003697802,0.00011643,0.0001777932,0.000002061169,0.00008669303,0.0002385183,0.0001255655,0.000393825,0.06430206,0.7414013,0.1930909],"study_design_scores_gemma":[0.000001338261,0.000003948032,0.00005455836,0.00005694871,5.093048e-7,0.00003614364,0.00004527739,0.00001573598,0.00005135289,0.003057098,0.9966753,0.000001809196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003466323,0.001899638,0.003733099,0.002817065,0.003582381,0.000112829,0.001365426,0.0005872987,0.9855556],"genre_scores_gemma":[0.001479001,0.001115382,0.001675496,0.001298842,0.0004723244,0.00007338899,0.001011877,0.000185809,0.9926881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5767879,"threshold_uncertainty_score":0.6036606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}