{"id":"W1831461677","doi":"10.1186/s40463-015-0092-4","title":"Depression as a predictor of postoperative functional performance status (PFPS) and treatment adherence in head and neck cancer patients: A prospective study","year":2015,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"University of Alberta","keywords":"Medicine; Head and neck cancer; Prospective cohort study; Depression (economics); Quality of life (healthcare); Performance status; Physical therapy; Swallowing; Cancer; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00109383,0.000261886,0.0003875568,0.0007036773,0.0005915843,0.0006618936,0.0004638052,0.0004999624,0.001009718],"category_scores_gemma":[0.001808961,0.0003483604,0.0004985563,0.001243044,0.0003207038,0.0003756752,0.0004763312,0.0007387182,0.000195932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005087194,"about_ca_system_score_gemma":0.0006854636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683209,"about_ca_topic_score_gemma":0.02331002,"domain_scores_codex":[0.9993643,0.0001621703,0.00008073948,0.00009931817,0.0001751595,0.0001182553],"domain_scores_gemma":[0.9987307,0.0001880553,0.0004757249,0.00008316946,0.0001903959,0.0003318853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000623987,0.00004462246,0.9995364,0.000003546297,0.00002053846,0.00001741518,0.00003061567,0.000005416789,0.00002397135,0.000002053363,0.00001931361,0.0002338143],"study_design_scores_gemma":[0.000009109095,0.0001302521,0.9995503,0.000003931914,0.00002038818,0.00007278327,0.0001070835,0.0000516849,0.000009532549,0.000002741818,0.00004023424,0.000001773155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994195,0.0001914167,0.00002568099,0.0000190768,0.000003513091,0.00001970571,0.000152485,9.264623e-7,0.0001678512],"genre_scores_gemma":[0.9995694,0.00009379504,0.00004584801,0.00002280146,0.000006251932,0.00001539813,0.0001773538,5.250342e-7,0.00006870679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683209,"threshold_uncertainty_score":0.03346825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957161490965165,"score_gpt":0.2938181686300672,"score_spread":0.2642465537204155,"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."}}