{"id":"W4242030768","doi":"10.1002/cncr.25315","title":"Reply to Depression as a predictor of disease progression and mortality in cancer patients","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Depression (economics); Meta-analysis; Disease; Population; Cancer; Prospective cohort study; Demography; Internal medicine; Environmental health","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":[0.01783215,0.001844182,0.003374216,0.00246505,0.002829033,0.00339761,0.004546686,0.03078208,0.005479329],"category_scores_gemma":[0.1194974,0.001313411,0.003583055,0.00241802,0.003090908,0.005730516,0.002618728,0.04714944,0.003886316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033483,"about_ca_system_score_gemma":0.004867623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009229393,"about_ca_topic_score_gemma":0.007585654,"domain_scores_codex":[0.9904744,0.004345912,0.001674883,0.001348263,0.001686603,0.0004700409],"domain_scores_gemma":[0.9205155,0.05602034,0.003115443,0.002028744,0.01563575,0.002684159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002252347,0.00002215383,0.0008510864,0.000451004,0.0001869179,0.000320801,0.0001896166,0.00008336722,0.0001391043,0.0006573438,0.9904336,0.006439829],"study_design_scores_gemma":[0.001041983,0.0004255552,0.008737553,0.004055036,0.001170668,0.003329156,0.001650779,0.001828993,0.001325269,0.009992502,0.9658917,0.0005508181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002816785,0.006425451,0.0002847785,0.9026611,0.08968157,0.00002233384,0.0003542123,0.0000531007,0.0002356858],"genre_scores_gemma":[0.00320317,0.003619156,0.0004816401,0.8906287,0.1004544,0.00008980145,0.000108512,0.00004857665,0.001366061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03078208,"threshold_uncertainty_score":0.09430653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795637082694991,"score_gpt":0.4071884121915338,"score_spread":0.3892320413645839,"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."}}