{"id":"W1505787114","doi":"10.1002/pds.3753","title":"Antidepressant therapy in cancer patients: initiation and factors associated with treatment","year":2015,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Cancer, Stress, Anesthesia, and Immune Response","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Cancer Australia; Australian Government","keywords":"Medicine; Antidepressant; Cancer; Hazard ratio; Confidence interval; Internal medicine; Proportional hazards model; Depression (economics); Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006164736,0.0001894436,0.000505058,0.00008908336,0.00006614207,0.000004301977,0.00002825009,0.00008306561,0.00002805504],"category_scores_gemma":[0.0003340524,0.0001219972,0.00003363667,0.0001007523,0.0001496365,0.00010634,0.00001289564,0.0001408315,6.865449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001686578,"about_ca_system_score_gemma":0.0001270897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102535,"about_ca_topic_score_gemma":0.0002501144,"domain_scores_codex":[0.9985141,0.0006020851,0.00029609,0.0002635294,0.00008129251,0.00024293],"domain_scores_gemma":[0.9987167,0.0008291063,0.0001403508,0.00008822311,0.000076742,0.0001488848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003699634,0.0002906829,0.9811808,0.000009540048,0.0001249215,0.000007918613,0.001637668,0.00003294617,0.00004873249,0.000009382309,0.0005474193,0.0124103],"study_design_scores_gemma":[0.01092057,0.0006180548,0.9798386,0.00008367623,0.00008440123,0.000005772774,0.0002219551,0.0004254117,0.0005597873,0.00002625862,0.007075529,0.0001400066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893298,0.008274622,0.000007232939,0.001622449,0.0001150437,0.0003969162,0.00003245032,0.00003039913,0.0001911243],"genre_scores_gemma":[0.9778022,0.02096925,0.0000106067,0.0008862054,0.00007509007,0.00004677631,0.0001070097,0.00001384106,0.00008902414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01269463,"threshold_uncertainty_score":0.49749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07501593364329247,"score_gpt":0.3531730739903806,"score_spread":0.2781571403470881,"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."}}