{"id":"W2116694967","doi":"10.6004/jnccn.2013.0147","title":"Implementing Routine Screening for Distress, the Sixth Vital Sign, for Patients With Head and Neck and Neurologic Cancers","year":2013,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; University of Alberta; Alberta Health Services","funders":"Fondation pour la Recherche Médicale; Alberta Cancer Foundation; National Comprehensive Cancer Network","keywords":"Medicine; Cohort; Head and neck cancer; Quality of life (healthcare); Distress; Cohort study; Worry; Physical therapy; Cancer; Anxiety; Pediatrics; Internal medicine; Psychiatry; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001305015,0.0001280486,0.000228646,0.00002466436,0.0003445833,0.0000503215,0.0001001873,0.00003207218,0.00001436177],"category_scores_gemma":[0.00006698752,0.0000662711,0.00009310376,0.0001164596,0.00009119612,0.0001011912,0.00006373248,0.0001776914,4.810631e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009611267,"about_ca_system_score_gemma":0.0001060662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00013447,"about_ca_topic_score_gemma":0.0003146339,"domain_scores_codex":[0.9989808,0.00003862418,0.0002579089,0.0001328161,0.0003409745,0.0002489097],"domain_scores_gemma":[0.9975494,0.0004428083,0.0003724953,0.00006190393,0.001501184,0.00007219185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004447301,0.00006284043,0.91176,0.0002543023,0.0007679235,0.000001262946,0.0006165035,0.01245383,0.0001636373,0.0003317956,0.04397456,0.025166],"study_design_scores_gemma":[0.005382054,0.001102168,0.9497867,0.0003236319,0.000263657,0.00002666462,0.0003276503,0.002420032,0.00001941526,0.0009593138,0.03923789,0.0001508162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879566,0.002894529,0.0008434006,0.006565965,0.0004782872,0.001087109,0.0001366625,0.000005218935,0.00003227361],"genre_scores_gemma":[0.9943482,0.00006893262,0.0005526662,0.003723,0.001153324,0.000082417,0.00001392652,0.00001621729,0.00004134972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03802666,"threshold_uncertainty_score":0.2702457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881738565288981,"score_gpt":0.297342806311295,"score_spread":0.2685254206584052,"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."}}