{"id":"W1998763705","doi":"10.1159/000077739","title":"Drug-Induced Depression: A Systematic Review to Inform Clinical Practice","year":2004,"lang":"en","type":"review","venue":"Psychotherapy and Psychosomatics","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Etiology; Depression (economics); Medicine; Drug; Psychiatry; Internal medicine; Psychology","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":[0.01196159,0.001608456,0.008953428,0.01559444,0.0006016163,0.00267978,0.002798282,0.002663019,0.005712872],"category_scores_gemma":[0.05392714,0.001233559,0.004013405,0.01349772,0.000831829,0.003631928,0.001519708,0.001318471,0.0004900615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220403,"about_ca_system_score_gemma":0.01716377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008050728,"about_ca_topic_score_gemma":0.02956387,"domain_scores_codex":[0.9904037,0.004744398,0.002803618,0.0004739006,0.001353368,0.0002211161],"domain_scores_gemma":[0.961562,0.02719948,0.006397599,0.0005506288,0.003795062,0.0004953053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000161844,0.00003257758,0.0009084708,0.9107659,0.004723588,0.000294964,0.0002702945,0.0001379075,0.0001641877,0.0004591213,0.005475406,0.07660561],"study_design_scores_gemma":[0.0005447904,0.0002328568,0.003870221,0.9278886,0.02902835,0.0005466213,0.0004855912,0.0001806346,0.0001348561,0.0009143587,0.03613866,0.00003453596],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007959421,0.9962035,0.0002539567,0.0008406889,0.0002547288,0.0009758507,0.0002832346,0.000009324303,0.0003827296],"genre_scores_gemma":[0.009424913,0.9851232,0.002592935,0.0009353114,0.0001324246,0.001336011,0.0002725334,0.00000343213,0.0001790727],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01559444,"threshold_uncertainty_score":0.06325972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022760207431131,"score_gpt":0.5226005797287283,"score_spread":0.4203245589856152,"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."}}