{"id":"W4414164779","doi":"10.1177/104012371202400110","title":"The Canadian Network for Mood and Anxiety Treatments (Canmat) Task Force Recommendations for the Management of Patients with Mood Disorders and Select Comorbid Medical Conditions","year":2012,"lang":"en","type":"article","venue":"Annals of Clinical Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Ontario Brain Institute; University of Toronto; University Health Network; McMaster University; Douglas Mental Health University Institute; University of Calgary","funders":"","keywords":"Mood disorders; Comorbidity; Mood; Depression (economics); Anxiety; Psychosocial; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248013,0.0001078646,0.000312885,0.00002217502,0.0004756223,0.000005785298,0.00006381948,0.00009688826,0.000008941262],"category_scores_gemma":[0.00008166009,0.00006151055,0.0001298284,0.00009902455,0.0001949253,0.0000426867,0.00001817911,0.0001382924,3.310204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001476503,"about_ca_system_score_gemma":0.0003686402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736592,"about_ca_topic_score_gemma":0.05257538,"domain_scores_codex":[0.9985671,0.00006666352,0.0005937495,0.0001551164,0.0001955504,0.0004218445],"domain_scores_gemma":[0.9979687,0.0008588818,0.0002160545,0.0002088195,0.000101672,0.0006458455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008906146,0.0005231255,0.9034157,0.0003789212,0.0005210266,1.766465e-8,0.00007118491,8.827625e-7,1.060887e-8,0.004186493,0.04607236,0.04393965],"study_design_scores_gemma":[0.00480144,0.001364953,0.9365585,0.0001883554,0.0003752386,0.000001743986,0.0003356182,0.00007230201,4.320585e-7,0.001653078,0.05457839,0.00006996139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.77395,0.003368443,0.0004169127,0.2068661,0.002306161,0.008082722,0.001762281,0.00002036586,0.003227019],"genre_scores_gemma":[0.9859711,0.007481315,0.00167021,0.004064136,0.0002365721,0.0002237849,0.0002720956,0.00001569648,0.00006510342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120211,"threshold_uncertainty_score":0.9647127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05390981974619006,"score_gpt":0.4375841463588058,"score_spread":0.3836743266126157,"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."}}