{"id":"W4210598239","doi":"10.12788/10.12788/acp.0059","title":"Psychiatry Update 2021 Spring Abstract Compendium","year":2021,"lang":"en","type":"article","venue":"Annals of Clinical Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Compendium; Spring (device); Virology; Library science; Medicine; Computer science; History; Engineering; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001061908,0.0009927455,0.0009221234,0.003139836,0.0004993896,0.002320011,0.001302134,0.001887459,0.265959],"category_scores_gemma":[0.00402377,0.0004825845,0.000841928,0.002029113,0.0002443157,0.00163175,0.001326682,0.002580081,0.1820652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084209,"about_ca_system_score_gemma":0.00196121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005808411,"about_ca_topic_score_gemma":0.01679034,"domain_scores_codex":[0.9993619,0.00008553604,0.0000837138,0.00004336409,0.0003482066,0.00007719597],"domain_scores_gemma":[0.9969825,0.0003666247,0.0003049593,0.0001069585,0.001763922,0.0004749297],"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":[0.00001511496,0.00001203663,0.00004107633,0.000219119,0.000002702558,0.00003089748,0.000003243531,0.00001231085,0.00004960927,0.0001609403,0.9499277,0.04952527],"study_design_scores_gemma":[0.00001076274,0.00001278847,0.0004183237,0.00035741,0.000004666694,0.00008194432,0.00000383538,0.00001173737,0.00001913007,0.0001221581,0.9989544,0.000002879048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008104722,0.09938627,0.001816243,0.07647695,0.1463128,0.0006628306,0.04001851,0.00232267,0.6321932],"genre_scores_gemma":[0.003574987,0.1373979,0.003313478,0.04489435,0.08924368,0.000678857,0.05598394,0.0005853229,0.6643274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.265959,"threshold_uncertainty_score":0.8897216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340443869980225,"score_gpt":0.4678417626343153,"score_spread":0.3337973756362927,"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."}}