{"id":"W4389449652","doi":"10.1212/wnl.94.15_supplement.5347","title":"The Brain Medicine Approach to Complex Disorders of Affect, Cognition and Behaviour (ABC) (5347)","year":2020,"lang":"en","type":"article","venue":"Neurology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Cognition; Medicine; Psychology; Neuroscience; Psychiatry; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003164706,0.0001078013,0.0001530621,0.00001744458,0.0001494347,0.000004206935,0.0001504839,0.00004914188,0.0001839414],"category_scores_gemma":[0.0002273763,0.00008304824,0.0000180257,0.0001384929,0.0006106721,0.00004265014,0.0001885342,0.0001928965,0.0000500002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009615413,"about_ca_system_score_gemma":0.000003230746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002370833,"about_ca_topic_score_gemma":0.000149674,"domain_scores_codex":[0.9987038,0.0002830384,0.0001782844,0.0004029034,0.0001808664,0.0002511207],"domain_scores_gemma":[0.9992626,0.0003527735,0.00007025528,0.0001478875,0.000002584884,0.0001638508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009767831,0.0004568199,0.6564298,0.0001011563,0.00004633868,0.00002807324,0.009599996,0.001032142,0.1703691,0.0009805674,0.02254377,0.1374355],"study_design_scores_gemma":[0.0006475531,0.001314111,0.9798669,0.000002290626,0.00002147251,0.00001226943,0.0001098446,0.001767319,0.0001569546,0.000303753,0.0156967,0.0001007811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9260005,0.00002108072,0.001997906,0.06144073,0.00003715664,0.0005613107,0.000009311535,0.00002194799,0.00990999],"genre_scores_gemma":[0.9768901,0.00004936244,0.0001121779,0.0228537,0.00003167229,0.00002945815,0.000009149125,0.00001355619,0.00001086288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3234372,"threshold_uncertainty_score":0.3386609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296416183518959,"score_gpt":0.2662725824522962,"score_spread":0.2366309641004003,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}