{"id":"W2024376640","doi":"10.1002/hed.20970","title":"Patient perception of risk factors in head and neck cancer","year":2008,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; McMaster University Medical Centre; St Joseph's Health Centre","funders":"","keywords":"Medicine; Recall; Intervention (counseling); Psychological intervention; Cancer; Risk factor; Smokeless tobacco; Demography; Psychology; Internal medicine; Population; Environmental health; Psychiatry; Tobacco use","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":[0.0008760986,0.0001197001,0.0002218371,0.0003100224,0.0003450798,0.0003741616,0.0001675904,0.0003634057,0.002248464],"category_scores_gemma":[0.005898641,0.00009371435,0.0002033862,0.0002759147,0.0002478482,0.0002881097,0.0003104542,0.0004763047,0.0002048439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893347,"about_ca_system_score_gemma":0.0004416045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448676,"about_ca_topic_score_gemma":0.003113287,"domain_scores_codex":[0.9992934,0.0003079576,0.00006480263,0.00003627016,0.0002165207,0.0000809206],"domain_scores_gemma":[0.997597,0.001115932,0.0007757361,0.00004673574,0.0001761502,0.0002884108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224013,0.0002197337,0.9843996,0.00006265289,0.00002403673,0.000132391,0.0009662444,0.00008349837,0.0002545103,0.000008559933,0.0002474728,0.01347892],"study_design_scores_gemma":[0.000009205961,0.0007630645,0.9959294,0.0000264795,0.00002883476,0.0005997424,0.001723631,0.0001790134,0.0001862095,0.00001779277,0.0005281892,0.000008338837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987484,0.0003378628,0.00004657864,0.0001890082,0.000006205069,0.00001495832,0.00004060787,0.000004273308,0.0006120887],"genre_scores_gemma":[0.999658,0.0001269768,0.000064324,0.0000492495,0.00000566958,0.000006209796,0.00002517845,4.953278e-7,0.00006385478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003448676,"threshold_uncertainty_score":0.007521868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490111145074824,"score_gpt":0.3113755663255303,"score_spread":0.276474454874782,"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."}}