{"id":"W2263355878","doi":"10.1001/jamaoto.2015.3171","title":"Depression and Survival in Patients With Head and Neck Cancer","year":2016,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"PsycINFO; Medicine; Observational study; MEDLINE; CINAHL; Depression (economics); Head and neck cancer; Internal medicine; Psychiatry; Cancer; Psychological intervention","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":[0.003753491,0.0003802079,0.001767827,0.005864966,0.0003427987,0.001612405,0.0006234076,0.0009563522,0.002174651],"category_scores_gemma":[0.02557706,0.000275302,0.001458938,0.007701224,0.0004187889,0.001236693,0.0005682211,0.0006266912,0.0001343143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269217,"about_ca_system_score_gemma":0.002426499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523424,"about_ca_topic_score_gemma":0.01007448,"domain_scores_codex":[0.994969,0.001843574,0.001747312,0.0002914281,0.001047116,0.0001016388],"domain_scores_gemma":[0.9832281,0.01026769,0.005088979,0.0001250037,0.001116159,0.0001739624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001130193,0.0001371367,0.1304887,0.5200965,0.01191026,0.0007208631,0.001566937,0.0002362506,0.0004445433,0.0008195842,0.006709648,0.3257394],"study_design_scores_gemma":[0.0005340414,0.001236166,0.3767394,0.5436991,0.02679125,0.003674248,0.003325818,0.0004724169,0.0005247793,0.001737654,0.04114924,0.000115982],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01529036,0.98147,0.00009577042,0.001267416,0.0001662403,0.0001138902,0.0006915794,0.00000303492,0.0009015797],"genre_scores_gemma":[0.1907956,0.8057609,0.0008114858,0.001086697,0.0003764968,0.0002715664,0.0006786619,0.000002440118,0.0002162334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005864966,"threshold_uncertainty_score":0.01985061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396978927461415,"score_gpt":0.2992165189073388,"score_spread":0.2752467296327247,"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."}}