{"id":"W2791976093","doi":"10.1002/cncr.31109","title":"Depressive symptoms predict head and neck cancer survival: Examining plausible behavioral and biological pathways","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Hazard ratio; Depression (economics); Cancer; Odds ratio; Confidence interval; Internal medicine; Head and neck cancer; Oncology; Proportional hazards model","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":[0.000986847,0.0002085529,0.0002485064,0.0003811429,0.0002028275,0.0004766213,0.0002759242,0.0002596464,0.001479989],"category_scores_gemma":[0.002714743,0.0001427644,0.0004819285,0.0005062814,0.000276856,0.0002230669,0.0003063803,0.0005014593,0.0001107238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003959876,"about_ca_system_score_gemma":0.0006343355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855179,"about_ca_topic_score_gemma":0.01279172,"domain_scores_codex":[0.9996986,0.0001341293,0.00002333474,0.00004916229,0.00003624565,0.0000585246],"domain_scores_gemma":[0.9990101,0.0003089193,0.0004465436,0.00004631636,0.00008892278,0.00009911523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000109426,0.00004032025,0.9953432,0.0000285043,0.0001425502,0.00002514719,0.00005107307,0.00008161026,0.0001375848,0.00004957504,0.0001419944,0.003849037],"study_design_scores_gemma":[0.00001033478,0.00006390015,0.9989468,0.00001667452,0.00009271943,0.0000475882,0.00007876932,0.0004326877,0.00005011167,0.0001289655,0.0001294456,0.000002035348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959642,0.002124379,0.0002748212,0.0004476396,0.00001158412,0.00002831519,0.0005303185,0.000004164383,0.000614518],"genre_scores_gemma":[0.9988481,0.0005269679,0.0001600857,0.0000534862,0.000008610389,0.00001658164,0.000290457,7.098878e-7,0.0000950397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006855179,"threshold_uncertainty_score":0.01363057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1108140682885599,"score_gpt":0.3511809843536409,"score_spread":0.240366916065081,"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."}}