{"id":"W2943018948","doi":"10.1097/cxa.0000000000000005","title":"The Diagnosis and Treatment of Comorbid Bipolar and Substance Use Disorders","year":2017,"lang":"fr","type":"article","venue":"The Canadian Journal of Addiction","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Substance use; Bipolar disorder; Psychiatry; Humanities; Medicine; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002632829,0.0001437928,0.0002328326,0.00007264734,0.001435025,0.0001732196,0.0001119353,0.00007651728,0.0000418539],"category_scores_gemma":[0.000102764,0.00008181455,0.00009029818,0.00004460673,0.0009406242,0.0002211705,0.000006265795,0.0001494939,0.000001991965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752428,"about_ca_system_score_gemma":0.0003664532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1314487,"about_ca_topic_score_gemma":0.8658348,"domain_scores_codex":[0.9991522,0.0001011809,0.0002611764,0.00009182157,0.0001364179,0.0002571673],"domain_scores_gemma":[0.9985753,0.0002271586,0.0003722066,0.0003297184,0.00009945122,0.0003962147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006501498,0.00005899676,0.602455,0.00000885159,0.0004692924,0.00001658407,0.001483879,0.000002879802,0.0000056486,0.0006066773,0.0004312936,0.3943959],"study_design_scores_gemma":[0.001292594,0.0009376418,0.7233679,0.000212987,0.0007676342,0.0001567417,0.0002858781,0.00003666542,0.0000916913,0.0002737632,0.2725224,0.00005409455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.499144,0.480904,0.000007607081,0.01845896,0.0009883394,0.0002283233,0.0001180564,0.000001277208,0.0001493881],"genre_scores_gemma":[0.7958754,0.2033712,0.00002036064,0.00002039851,0.0001822605,0.00000517356,0.000002235227,0.00001161496,0.0005113548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7343861,"threshold_uncertainty_score":0.999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132149695620468,"score_gpt":0.2581134867670344,"score_spread":0.2267919898108297,"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."}}