{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004124055,0.0001283271,0.0003986677,0.0000864947,0.00007326356,0.000001932739,0.00002144479,0.00006349414,0.0001227226],"category_scores_gemma":[0.00005067247,0.0001015572,0.00005183597,0.0001542853,0.00009342493,0.00005086241,0.00002649159,0.0001616081,0.000007012689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003294,"about_ca_system_score_gemma":0.00007295251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007533973,"about_ca_topic_score_gemma":0.00219588,"domain_scores_codex":[0.9991075,0.00002800036,0.0002598763,0.0002078816,0.0001840063,0.0002127086],"domain_scores_gemma":[0.999608,0.00003751533,0.00006292419,0.000141066,0.00005441064,0.00009601445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001528656,0.0001333048,0.9755861,0.00007690799,0.00001789579,0.00001460608,0.01062667,0.000006062302,0.001120834,0.000003683984,0.001208579,0.01105245],"study_design_scores_gemma":[0.001393939,0.0005714163,0.9918776,0.0003411221,0.00002257216,0.00001212923,0.0007952441,0.00005497882,0.0005795421,0.00000956505,0.004246536,0.00009542763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964735,0.001820961,0.000001592373,0.0002888696,0.0001285592,0.0002241556,0.000026913,0.00002259728,0.001012855],"genre_scores_gemma":[0.9939142,0.005548083,0.0001566389,0.0001763983,0.00006335483,0.00002139343,0.00000653259,0.00001370812,0.00009962347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01629139,"threshold_uncertainty_score":0.9990749,"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."}}