{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009352365,0.000211543,0.0003620975,0.00005578241,0.000133323,0.00003499994,0.00006868208,0.0001764833,0.0006100922],"category_scores_gemma":[0.00001914159,0.000166529,0.00003666608,0.0001470672,0.0003572602,0.00008905727,0.0001068418,0.0001970597,0.000003854327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105482,"about_ca_system_score_gemma":0.000162888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398343,"about_ca_topic_score_gemma":0.00839377,"domain_scores_codex":[0.9987438,0.00003854864,0.0001853817,0.0004797805,0.0001943274,0.0003581388],"domain_scores_gemma":[0.9992983,0.00004527046,0.00007081581,0.0001870638,0.0001366839,0.0002618504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002322159,0.00003315428,0.9534104,0.00005128921,0.00005324501,0.00002110112,0.001379249,6.568357e-7,0.003796314,0.00006253141,0.0004829017,0.04047695],"study_design_scores_gemma":[0.002176881,0.001217572,0.9760377,0.0005134179,0.0001785251,0.00003313092,0.0005166349,0.00009670744,0.002993739,0.00003917849,0.01589584,0.0003006327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878403,0.009339054,0.00002517976,0.0001490806,0.0009346155,0.0002768365,0.0001505268,0.0001002114,0.00118418],"genre_scores_gemma":[0.9961885,0.001564749,0.00003876039,0.0005378718,0.0010837,0.0002023009,0.00001688286,0.00003064748,0.0003365488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04017631,"threshold_uncertainty_score":0.6790856,"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."}}