{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"d7b25ebfb583","filters":{"venue":"Neurology Today"}},"results":[{"id":"W2649513514","doi":"10.1097/01.nt.0000521171.91100.84","title":"How an Epilepsy Network in Canada Streamlined Referrals to Surgery","year":2017,"lang":"en","type":"article","venue":"Neurology Today","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epilepsy surgery; Epilepsy; Medicine; General surgery; Intensive care medicine; Psychiatry","authors":[{"name":"Thomas Collins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04282429105130261,"gpt":0.2508860966055882,"spread":0.2080618055542856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00303254,0.0002270707,0.0001851809,0.001863608,0.007102008,0.005794772,0.001481602,0.001582489,0.005234832],"category_scores_gemma":[0.02218461,0.0003790644,0.0004139284,0.002068871,0.001564504,0.001631255,0.002422566,0.002754811,0.0004443687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08655649,"about_ca_system_score_gemma":0.2337252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806698,"about_ca_topic_score_gemma":0.9934651,"domain_scores_codex":[0.9958764,0.0006995938,0.0001908842,0.0002215899,0.001017878,0.001993525],"domain_scores_gemma":[0.9698583,0.002777334,0.001493852,0.0005097589,0.014493,0.01086777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004555771,0.0005699289,0.3763613,0.0002218511,0.0002033953,0.002369837,0.01251802,0.009299166,0.001683808,0.0229686,0.3097196,0.263629],"study_design_scores_gemma":[0.0003288444,0.0004444366,0.4335618,0.0006450864,0.0003976233,0.001205993,0.06142192,0.01687633,0.002989834,0.007196469,0.4745702,0.0003614764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6108908,0.001419456,0.002926924,0.2652928,0.001758756,0.0004846713,0.00201128,0.000468262,0.1147471],"genre_scores_gemma":[0.9575759,0.0008540772,0.003152487,0.01599472,0.0002489781,0.00005605051,0.0005066909,0.0001220223,0.02148914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08655649,"threshold_uncertainty_score":0.6280142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059478798","doi":"10.1097/01.nt.0000360735.80901.4f","title":"More Than Science Fiction — The Back Story for Deep Brain Stimulation","year":2009,"lang":"en","type":"article","venue":"Neurology Today","topic":"Neurological disorders and treatments","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":"Centre for Movement Disorders","funders":"","keywords":"Stimulation; Psychology; History; Literature; Art; Neuroscience","authors":[{"name":"Blair Ford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02132166220525515,"gpt":0.299679414372655,"spread":0.2783577521673998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007076309,0.0006477883,0.001102019,0.0009733273,0.002183747,0.005464144,0.001195968,0.01026861,0.01048241],"category_scores_gemma":[0.0268294,0.000203408,0.0006878898,0.0006183367,0.01192967,0.01007859,0.002451743,0.01850658,0.002948676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002041091,"about_ca_system_score_gemma":0.001610268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794172,"about_ca_topic_score_gemma":0.002118353,"domain_scores_codex":[0.997652,0.0009974525,0.0001348576,0.0002689143,0.0008064362,0.000140379],"domain_scores_gemma":[0.9733262,0.02305654,0.0003784934,0.0006877017,0.001804796,0.0007461885],"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":[0.0004748009,0.0001280705,0.0005023824,0.001082853,0.0001393865,0.0006487383,0.001348228,0.0003927924,0.001276477,0.2655422,0.5899205,0.1385435],"study_design_scores_gemma":[0.0001215779,0.0001279914,0.0004641246,0.0009801247,0.0000405866,0.001032152,0.001265869,0.0003854174,0.0007560679,0.229739,0.7650288,0.00005829341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002344038,0.1606816,0.002390923,0.7841141,0.02493131,0.00001443286,0.0001536932,0.00007011867,0.02529988],"genre_scores_gemma":[0.1066677,0.1535928,0.004097583,0.624198,0.07805827,0.00008246903,0.0002045706,0.0003070403,0.03279176],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01048241,"threshold_uncertainty_score":0.03742355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766039640","doi":"10.1097/01.nt.0000527090.18806.eb","title":"Ask the Neuroethicist","year":2017,"lang":"en","type":"article","venue":"Neurology Today","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Providence Health Care","keywords":"Ask price; Business","authors":[{"name":"Shelly Benjaminy","is_ca":false},{"name":"Jenny Young","is_ca":false},{"name":"Joseph Tham","is_ca":false},{"name":"David Unger","is_ca":false},{"name":"Alice Virani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1009314981980095,"gpt":0.3573529191149073,"spread":0.2564214209168978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01238315,0.0005564765,0.001139238,0.00100285,0.008265209,0.009182264,0.001323085,0.03162846,0.02414274],"category_scores_gemma":[0.05515794,0.0004582397,0.0007165823,0.000684917,0.01205424,0.01184483,0.006778497,0.02992469,0.007250978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637443,"about_ca_system_score_gemma":0.01618256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178812,"about_ca_topic_score_gemma":0.002721877,"domain_scores_codex":[0.9918492,0.004449848,0.0005670453,0.0004928187,0.001424881,0.001216177],"domain_scores_gemma":[0.9586805,0.01967844,0.002642082,0.001539491,0.00589474,0.01156467],"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":[0.00008240978,0.0001839184,0.002873833,0.0002142063,0.00003010702,0.001593539,0.005464582,0.00009772069,0.0005684041,0.08962081,0.8629491,0.03632151],"study_design_scores_gemma":[0.00004141374,0.00004267651,0.001072246,0.0006527689,0.00001955935,0.002141022,0.01441552,0.0001840805,0.0002614077,0.1268385,0.8542687,0.00006216643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006939118,0.003610466,0.0002838581,0.9815435,0.005734442,0.000006042187,0.000008862596,0.00001503339,0.008103948],"genre_scores_gemma":[0.04272667,0.006711827,0.001165667,0.9021443,0.01396396,0.0000502992,0.0000290076,0.00005316217,0.03315523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03162846,"threshold_uncertainty_score":0.08076555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}