{"id":"W4389401427","doi":"10.46292/sci23-1969155s","title":"Poster (Clinical/Best Practice Implementation) ID 1969155","year":2023,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Confounding; Ethnic group; Demography; Epidemiology; Cohort; Retrospective cohort study; Cohort study; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003651381,0.0009071304,0.0008350027,0.002912506,0.0008846127,0.00541287,0.00213188,0.003651376,0.8438771],"category_scores_gemma":[0.01636093,0.0005645628,0.0009764605,0.001708157,0.0006968629,0.003076484,0.003642187,0.002872478,0.7616577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863756,"about_ca_system_score_gemma":0.002935788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008232775,"about_ca_topic_score_gemma":0.001628342,"domain_scores_codex":[0.9958467,0.001554591,0.0004210509,0.0005078446,0.001292371,0.000377514],"domain_scores_gemma":[0.9878474,0.003161687,0.00085066,0.001006082,0.003064696,0.004069325],"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":[0.00009959646,0.0002304498,0.0002662675,0.0004428374,0.000006739338,0.00008509429,0.00002786125,0.00003261209,0.0001179373,0.0005324585,0.7869944,0.2111638],"study_design_scores_gemma":[0.00009483172,0.00007766069,0.0009066635,0.0009572455,0.000006265409,0.0001606441,0.00005966212,0.0000800335,0.00008453085,0.0005824902,0.9969797,0.00001019509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001603034,0.002844235,0.002653075,0.01659249,0.01177535,0.001541938,0.007851826,0.003739628,0.9513985],"genre_scores_gemma":[0.007969901,0.005372943,0.007743889,0.01783967,0.009060347,0.001671168,0.007551229,0.002038373,0.9407526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1561229,"threshold_uncertainty_score":0.2226903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1498333812933149,"score_gpt":0.5325481970982945,"score_spread":0.3827148158049796,"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."}}