{"id":"W2097711148","doi":"10.1139/jpn.0642","title":"Depression in acute stroke","year":2006,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Stroke (engine); Medicine; Acute stroke; Psychiatry; Economics; Engineering; Keynesian economics; Emergency department","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001483063,0.00004329105,0.0001121158,0.0001558181,0.00003134658,0.00001181586,0.00004192234,0.00002566216,0.000005379519],"category_scores_gemma":[0.00003710002,0.000029137,0.00005496768,0.0001399623,0.00005826872,0.0001272181,0.000008458946,0.0001432533,5.062909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007462855,"about_ca_system_score_gemma":0.00007185337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002512872,"about_ca_topic_score_gemma":0.00000313323,"domain_scores_codex":[0.9994324,0.00001966024,0.0002165495,0.00008194171,0.0001672621,0.00008213771],"domain_scores_gemma":[0.9997332,0.00002846246,0.0001045568,0.000051024,0.00002581496,0.0000569185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009664673,0.0001248561,0.9271039,0.00001307367,9.172087e-7,0.0000223058,0.000009941799,0.00002277575,0.07147323,0.0001163752,0.0005038325,0.0005121779],"study_design_scores_gemma":[0.0007708095,0.0003586811,0.9954668,0.00008032355,0.0000131765,0.0006853812,0.00003069527,0.00008705317,0.00113382,0.0002680258,0.001076284,0.00002899225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952231,0.0006081879,0.0001897043,0.001992733,0.001278252,0.00004055346,9.488751e-7,0.000002831713,0.000663667],"genre_scores_gemma":[0.9971284,0.0001708215,0.001737427,0.0004355412,0.0001403961,2.691058e-7,6.357295e-8,0.00000243602,0.0003846869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07033941,"threshold_uncertainty_score":0.1188173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009287090515940658,"score_gpt":0.2842374278958132,"score_spread":0.2749503373798725,"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."}}