{"meta":{"query_hash":"4f3104ffe15f","filters":{"venue":"Yearbook of intensive care and emergency medicine"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4f3104ffe15f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Yearbook+of+intensive+care+and+emergency+medicine"},"results":[{"id":"W1490024800","doi":"10.1007/978-3-540-92276-6_36","title":"Life-threatening Asthma: Focus on Lung Protection","year":2009,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Asthma; Mechanical ventilation; Intensive care medicine; Respiratory failure; Exacerbation; Dynamic hyperinflation; Asthma exacerbations; Acute respiratory failure; Refractory (planetary science); Lung; Anesthesia; Lung volumes; Internal medicine","score_opus":0.02981457035850818,"score_gpt":0.28817085417356786,"score_spread":0.2583562838150597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490024800","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067917857,0.5450824,0.006093793,0.011134583,0.022315606,0.000095376694,0.0002821375,0.00023285461,0.41408402],"genre_scores_gemma":[0.0038311086,0.27038488,0.00546421,0.011096988,0.008067843,0.00012736926,0.0002672477,0.00019088888,0.7005695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998882,0.000020660476,0.0000060933794,0.000015925883,0.000058227524,0.000010901478],"domain_scores_gemma":[0.999835,0.00007222104,0.000008460595,0.000009283572,0.000044213146,0.00003080247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029541895,0.00083522557,0.00082629034,0.0009824482,0.0004940074,0.0015543714,0.0008363612,0.0012427819,0.029356208],"category_scores_gemma":[0.00057207583,0.0002834439,0.0004093526,0.0007419314,0.0005116872,0.0016745413,0.0010509468,0.0036792483,0.013196598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014926276,0.00007761347,0.00009736284,0.0007410277,0.000008686068,0.00013375381,0.00020848255,0.00040948577,0.0008486393,0.02184142,0.66105,0.3145685],"study_design_scores_gemma":[0.0000024128483,0.000010721014,0.00017807118,0.00032596217,0.0000036999775,0.00021636019,0.000026509977,0.000034839264,0.0000490285,0.0038116418,0.99533725,0.0000034773918],"about_ca_topic_score_codex":0.001387894,"about_ca_topic_score_gemma":0.0063965856,"teacher_disagreement_score":0.029356208,"about_ca_system_score_codex":0.00061159173,"about_ca_system_score_gemma":0.0011833119,"threshold_uncertainty_score":0.09820628},"labels":[],"label_agreement":null},{"id":"W1525820169","doi":"10.1007/978-3-540-49433-1_73","title":"Red Blood Cell Transfusion in the Pediatric ICU","year":2007,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intensive care medicine; Red Blood Cell Transfusion; Blood transfusion; Anemia; Red blood cell; Surgery; Immunology; Internal medicine","score_opus":0.036642779764795436,"score_gpt":0.28367287731197205,"score_spread":0.2470300975471766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525820169","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002089031,0.5231908,0.012433738,0.015444619,0.025365517,0.0001460219,0.00049675273,0.0005411524,0.42029238],"genre_scores_gemma":[0.010458707,0.42736554,0.022335952,0.008101811,0.011257142,0.0001534,0.0005028893,0.0002448429,0.5195797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99991155,0.00001876815,0.000007525815,0.000009381476,0.000045987388,0.0000067253613],"domain_scores_gemma":[0.9998049,0.00008207793,0.000012327356,0.000008901207,0.000055277473,0.00003655402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002924008,0.00066371914,0.00058622094,0.00087384594,0.0005049242,0.0012022285,0.00054631656,0.00082193513,0.018722044],"category_scores_gemma":[0.00066720194,0.000325891,0.0003109278,0.0009158961,0.00034530374,0.0010679446,0.0004868632,0.002873909,0.0063328184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000175922,0.00007681597,0.00029598046,0.00036489885,0.00000696778,0.000477997,0.00017971016,0.00063388026,0.00039675555,0.0154398205,0.63477993,0.34732965],"study_design_scores_gemma":[0.000004186384,0.000020067622,0.0006321848,0.0004912305,0.0000061415963,0.0014465253,0.000053072603,0.00015868914,0.00012819396,0.0051434785,0.9919091,0.000007226197],"about_ca_topic_score_codex":0.0019313653,"about_ca_topic_score_gemma":0.0067373365,"teacher_disagreement_score":0.018722044,"about_ca_system_score_codex":0.00057101,"about_ca_system_score_gemma":0.0015734253,"threshold_uncertainty_score":0.06263155},"labels":[],"label_agreement":null},{"id":"W1844195034","doi":"10.1007/3-540-33396-7_45","title":"Liberation from Mechanical Ventilation in Acutely Brain-injured Patients","year":2006,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Mechanical ventilation; Medicine; Intubation; Weaning; Intensive care medicine; Anesthesia; Airway; Assisted ventilation; Ventilation (architecture); Mortality rate; Surgery; Internal medicine","score_opus":0.017760626834900563,"score_gpt":0.2808822426990194,"score_spread":0.26312161586411886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844195034","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040106047,0.36492023,0.013842605,0.017138666,0.020536155,0.00012988511,0.0002813955,0.00020265172,0.57893777],"genre_scores_gemma":[0.01616718,0.19358104,0.0124713825,0.0076340865,0.0056915176,0.00015967606,0.00030203,0.00014007022,0.763853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999306,0.000014884143,0.0000063409207,0.000007703608,0.000033106135,0.000007359722],"domain_scores_gemma":[0.99989486,0.00006292818,0.000007356568,0.0000047326525,0.000014047294,0.000016015516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002488149,0.00043773334,0.00045669382,0.00040110288,0.000377012,0.0007950629,0.00056762126,0.0007516845,0.014971003],"category_scores_gemma":[0.00062306755,0.00013588765,0.00023573292,0.00021132325,0.0005504143,0.00075436576,0.0006710297,0.0020831134,0.004157914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005271205,0.000094506366,0.00017417927,0.0007156481,0.000009792422,0.00086469605,0.0006288805,0.0005305502,0.0016246893,0.040410858,0.45923138,0.4956621],"study_design_scores_gemma":[0.000010506496,0.000058078167,0.0006676515,0.0006613517,0.0000050317544,0.0016461986,0.00009692844,0.000103638165,0.00039591177,0.009640831,0.9867049,0.000008950161],"about_ca_topic_score_codex":0.00080436445,"about_ca_topic_score_gemma":0.0031094044,"teacher_disagreement_score":0.014971003,"about_ca_system_score_codex":0.00036774308,"about_ca_system_score_gemma":0.0008328442,"threshold_uncertainty_score":0.050082922},"labels":[],"label_agreement":null},{"id":"W1849744015","doi":"10.1007/978-3-540-49433-1_87","title":"Ethical and Legal Dilemmas in Accessing Critical Care Services","year":2007,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Ministry of Health and Long Term Care","funders":"","keywords":"Psychological intervention; Business; Public relations; Medicine; Nursing; Political science","score_opus":0.1652825297944368,"score_gpt":0.4623074388301007,"score_spread":0.2970249090356639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1849744015","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002048169,0.031107377,0.004858504,0.2555207,0.007107061,0.00010005982,0.000043810516,0.000030320072,0.6991841],"genre_scores_gemma":[0.092721276,0.052805737,0.016641643,0.13814336,0.011818214,0.00061648106,0.000085209984,0.00018550614,0.6869826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634737,0.0020791944,0.00008581026,0.00012402804,0.000985827,0.0003778108],"domain_scores_gemma":[0.9896818,0.008669161,0.00018758392,0.00015774336,0.0006924424,0.0006113004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070415325,0.0004718191,0.00047076965,0.00088027195,0.0057335515,0.008389176,0.0011912687,0.008652145,0.01239494],"category_scores_gemma":[0.013396076,0.0005034786,0.00035090512,0.0009168949,0.015784584,0.007025963,0.002927759,0.0150566595,0.0017997785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036604085,0.00003668084,0.00006174466,0.000050976203,0.0000021728877,0.00031447058,0.0067042056,0.00022323366,0.00003415996,0.72070175,0.25192806,0.019938832],"study_design_scores_gemma":[0.000008595082,0.00000787483,0.00016993606,0.0005888926,0.0000027630392,0.0007183789,0.0046754954,0.00015591874,0.00003228427,0.2837647,0.7098598,0.000015379575],"about_ca_topic_score_codex":0.008153669,"about_ca_topic_score_gemma":0.02594842,"teacher_disagreement_score":0.01239494,"about_ca_system_score_codex":0.005005874,"about_ca_system_score_gemma":0.015155753,"threshold_uncertainty_score":0.041465163},"labels":[],"label_agreement":null},{"id":"W4205814923","doi":"10.1007/978-3-540-77290-3_35","title":"Apoptosis in Critical Illness: A Primer for the Intensivist","year":2008,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mitosis; Programmed cell death; Cell biology; Biology; Multicellular organism; Apoptosis; Intracellular; Cell cycle; Cytokinesis; Cell; Cell division; Genetics","score_opus":0.03180591945143679,"score_gpt":0.30749784508665334,"score_spread":0.27569192563521655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205814923","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038560745,0.8431226,0.0054709623,0.08129833,0.022297474,0.000047389603,0.00006291588,0.00011235495,0.04720224],"genre_scores_gemma":[0.0072383755,0.69295245,0.015823537,0.07497578,0.023832891,0.0002244491,0.00012929643,0.00013961598,0.18468358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970347,0.000096273376,0.000017445522,0.000032531596,0.00012425073,0.000026046953],"domain_scores_gemma":[0.9994336,0.0003301981,0.00002104261,0.000018377896,0.0001047648,0.00009199962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009178349,0.0007488021,0.0008701949,0.0011226176,0.0009427593,0.0030046843,0.0014132721,0.003174799,0.008987493],"category_scores_gemma":[0.0012931661,0.00030552657,0.00044377166,0.0007309884,0.0020328707,0.0037008794,0.0016159011,0.008567552,0.0031537304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035752724,0.00006599466,0.000105634004,0.0005186088,0.00000877784,0.00027083693,0.0007383471,0.00020527547,0.0005788468,0.05741648,0.74714047,0.19291492],"study_design_scores_gemma":[0.0000070216815,0.00003201334,0.00008958067,0.00046096242,0.000003378383,0.0005658504,0.00016777341,0.00006508021,0.00006707593,0.020143092,0.9783909,0.0000074175127],"about_ca_topic_score_codex":0.000987759,"about_ca_topic_score_gemma":0.0033919797,"teacher_disagreement_score":0.008987493,"about_ca_system_score_codex":0.0012904468,"about_ca_system_score_gemma":0.0017432685,"threshold_uncertainty_score":0.030066133},"labels":[],"label_agreement":null},{"id":"W4232885632","doi":"10.1007/978-3-540-49433-1_35","title":"Rationale for High-Frequency Oscillation as a Primary Lung-Protective Mode in Patients with ALI/ARDS","year":2007,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"ARDS; Intensive care medicine; Ventilation (architecture); Medicine; Acute respiratory distress; Mechanical ventilation; Tidal volume; High-frequency ventilation; Lung; Anesthesia; Respiratory system; Internal medicine; Engineering; Mechanical engineering","score_opus":0.02746243359358611,"score_gpt":0.2935451559388434,"score_spread":0.26608272234525726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232885632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013297688,0.117450766,0.11894486,0.28615022,0.040221427,0.0010717249,0.0008855604,0.0007455172,0.42123216],"genre_scores_gemma":[0.16019332,0.066956475,0.23855898,0.19233362,0.026231026,0.0038506582,0.0006605708,0.00047207513,0.31074324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995554,0.0001495065,0.000040141775,0.00007797874,0.0001390458,0.000037818292],"domain_scores_gemma":[0.9991999,0.00044802553,0.000042716478,0.00003197157,0.00017934229,0.00009794063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019445627,0.0004906251,0.00043844833,0.00046345431,0.0006238159,0.0014543924,0.0013385211,0.0027659382,0.012753615],"category_scores_gemma":[0.0024376253,0.00027448608,0.000624364,0.00021683474,0.0017127995,0.0010608596,0.00090358756,0.005968499,0.0049901856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002572386,0.00057217747,0.0019164622,0.0009812473,0.000032788976,0.0016137607,0.00065614795,0.0007088186,0.0059014163,0.4407664,0.23527937,0.31131414],"study_design_scores_gemma":[0.00020891936,0.00050533185,0.002624351,0.0018822215,0.000071585935,0.005216657,0.00028448278,0.0011762237,0.0024686716,0.09772359,0.88778126,0.00005675798],"about_ca_topic_score_codex":0.0008370776,"about_ca_topic_score_gemma":0.0020158025,"teacher_disagreement_score":0.012753615,"about_ca_system_score_codex":0.0009018256,"about_ca_system_score_gemma":0.002297408,"threshold_uncertainty_score":0.042665064},"labels":[],"label_agreement":null},{"id":"W4239871431","doi":"10.1007/978-3-540-77290-3_70","title":"Recombinant Activated Factor VII: The Delicate Balance between Efficacy and Safety","year":2008,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Coagulation; Tissue factor; Recombinant factor VIIa; Pharmacology; Hemostasis; Clotting factor; Clearance; Recombinant DNA; Perioperative; Platelet; Surgery; Immunology; Internal medicine; Urology; Chemistry; Biochemistry","score_opus":0.07608042857847254,"score_gpt":0.33366777610492704,"score_spread":0.2575873475264545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239871431","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018217007,0.5784872,0.03336333,0.036316663,0.014895361,0.000085703825,0.00031215162,0.0005021319,0.33421576],"genre_scores_gemma":[0.0143834045,0.39081395,0.032635342,0.013484563,0.007594026,0.00011737027,0.00021397242,0.00038813558,0.5403693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997136,0.000040745887,0.0000110520605,0.00002780269,0.00019392336,0.000012801482],"domain_scores_gemma":[0.9994985,0.0003379818,0.000017695946,0.000018696384,0.000082347135,0.000044791304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083367986,0.0005614849,0.0006687798,0.00063875,0.00031159312,0.0025567755,0.0006884811,0.0012310335,0.013787323],"category_scores_gemma":[0.0009410595,0.00028473855,0.00018957781,0.0005656365,0.0011782572,0.0023797317,0.0005874078,0.003286933,0.0073636402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042895343,0.000054373155,0.000067688365,0.000579525,0.000015252418,0.00010812527,0.00020696723,0.0004885894,0.003084206,0.10072124,0.37140572,0.52322537],"study_design_scores_gemma":[0.0000061951514,0.000028692517,0.00009629565,0.00029784083,0.0000052636874,0.00040242504,0.000034708348,0.00014575612,0.0004729778,0.02925391,0.9692458,0.00001023596],"about_ca_topic_score_codex":0.0006398829,"about_ca_topic_score_gemma":0.0014184038,"teacher_disagreement_score":0.013787323,"about_ca_system_score_codex":0.0007359725,"about_ca_system_score_gemma":0.0010835516,"threshold_uncertainty_score":0.046123207},"labels":[],"label_agreement":null},{"id":"W4242919418","doi":"10.1007/978-3-540-49433-1_31","title":"Is One Fixed Level of Assist Sufficient to Mechanically Ventilate Spontaneously Breathing Patients?","year":2007,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mechanical ventilation; Sedation; Ventilation (architecture); Medicine; Work of breathing; Anesthesia; Pressure support ventilation; Mechanical engineering; Engineering","score_opus":0.15163456366803454,"score_gpt":0.33918985624928055,"score_spread":0.187555292581246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242919418","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006899485,0.22219852,0.036815874,0.10083402,0.041344143,0.00009811066,0.000564583,0.00054974185,0.59069556],"genre_scores_gemma":[0.06252737,0.17810014,0.04142546,0.044918187,0.015684674,0.00024624474,0.00051559,0.00029927783,0.6562831],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988174,0.000024109419,0.0000059657523,0.000018918574,0.000052698648,0.00001655143],"domain_scores_gemma":[0.9997943,0.00010761553,0.000013929958,0.000010627209,0.000038178554,0.000035335797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036120022,0.0003399184,0.000419101,0.00030654776,0.00028169196,0.00090016954,0.00061904633,0.001278235,0.017838685],"category_scores_gemma":[0.0011226566,0.00013029345,0.00032626902,0.00017725516,0.0006590824,0.0014476825,0.00039238294,0.0018604934,0.0072305934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046214656,0.000051978128,0.0004462775,0.00046221027,0.000012374296,0.0004418969,0.00022863084,0.0002531741,0.001039997,0.030583927,0.3856233,0.58081],"study_design_scores_gemma":[0.000015274389,0.00013615564,0.0018843526,0.0011162452,0.000022057446,0.0032058614,0.00035805258,0.00031581087,0.00037607475,0.027040893,0.9655067,0.000022509075],"about_ca_topic_score_codex":0.00088236586,"about_ca_topic_score_gemma":0.0032438012,"teacher_disagreement_score":0.017838685,"about_ca_system_score_codex":0.0003278605,"about_ca_system_score_gemma":0.0008139411,"threshold_uncertainty_score":0.05967635},"labels":[],"label_agreement":null},{"id":"W4244117483","doi":"10.1007/978-3-540-92276-6_37","title":"Bedside Monitoring of Diaphragm Electrical Activity during Mechanical Ventilation","year":2009,"lang":"en","type":"book-chapter","venue":"Yearbook of intensive care and emergency medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mechanical ventilation; Expiration; Medicine; Diaphragm (acoustics); Ventilation (architecture); Critically ill; Intensive care medicine; Mechanical ventilator; Respiratory system; Anesthesia; Internal medicine; Engineering; Mechanical engineering","score_opus":0.03730748433795947,"score_gpt":0.3070927896627994,"score_spread":0.2697853053248399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244117483","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058785467,0.3325615,0.15411952,0.005155961,0.014711449,0.00032799563,0.001864705,0.0026222179,0.48275807],"genre_scores_gemma":[0.020986553,0.14382021,0.07903006,0.004637314,0.0059292754,0.00029920356,0.0010589347,0.0006000818,0.7436383],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999032,0.0000143678835,0.000007393428,0.000015915191,0.000053291606,0.000005885876],"domain_scores_gemma":[0.99971825,0.00017843806,0.00000880145,0.000013365214,0.000054773758,0.000026234962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002634761,0.00084478525,0.00061699894,0.0009786754,0.00017403613,0.0006413962,0.00088586315,0.00084773905,0.022231609],"category_scores_gemma":[0.00062576134,0.00024219196,0.00025700522,0.000400859,0.00023639579,0.0008668875,0.00034933336,0.0012153769,0.012659608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007004908,0.00006846595,0.00047698108,0.00051411794,0.000015994678,0.00051275454,0.00014534565,0.00043146938,0.008131953,0.0036550972,0.17400135,0.81197643],"study_design_scores_gemma":[0.000016959675,0.0001902734,0.007139909,0.00093325204,0.000018669401,0.008145569,0.00008243393,0.0010321803,0.0034092695,0.006509138,0.97247714,0.00004519773],"about_ca_topic_score_codex":0.0007781609,"about_ca_topic_score_gemma":0.0032362246,"teacher_disagreement_score":0.022231609,"about_ca_system_score_codex":0.00017677783,"about_ca_system_score_gemma":0.00031666507,"threshold_uncertainty_score":0.07437211},"labels":[],"label_agreement":null}]}