{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146046,0.0001340409,0.0004604378,0.0007300489,0.0004607627,0.0008537685,0.0003939545,0.0005941183,0.001826725],"category_scores_gemma":[0.006681461,0.000245664,0.0006405734,0.001837336,0.0002011353,0.0004469872,0.0004332743,0.000987392,0.000242772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006734584,"about_ca_system_score_gemma":0.0007625678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090345,"about_ca_topic_score_gemma":0.01255353,"domain_scores_codex":[0.9990746,0.0002264045,0.0001654431,0.0001400859,0.0002419193,0.0001515983],"domain_scores_gemma":[0.9940446,0.001097584,0.003756386,0.0001500238,0.0003435242,0.0006078776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005086625,0.00002030875,0.9988808,0.000007170736,0.00002299589,0.00002964414,0.00003019891,0.00001820211,0.00002854364,0.000003371389,0.00004705373,0.000860866],"study_design_scores_gemma":[0.000004389875,0.00004633982,0.9993218,0.00001579187,0.00001911758,0.0001948811,0.00008401772,0.0001846703,0.00002336051,0.000009247878,0.00009392943,0.000002642627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976594,0.001196161,0.00007588199,0.0001819287,0.000008202323,0.00002137547,0.0004016805,0.000004999874,0.0004504224],"genre_scores_gemma":[0.9991751,0.0002977196,0.00007454684,0.00004042598,0.00001546952,0.000009438942,0.0002701201,0.00000203974,0.0001150299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090345,"threshold_uncertainty_score":0.02167994,"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."}}