{"id":"W2605673245","doi":"10.14288/1.0339867","title":"Oral cancer and dysplasia trends among South Asians in British Columbia : lesion sites, risk habits, and access to care.","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Risk factor; Environmental health; Demography; Pathology; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001677401,0.00007104499,0.0004249677,0.00006070252,0.001296928,0.0008130271,0.0003642814,0.0002565716,0.0001732646],"category_scores_gemma":[0.00003771906,0.0002803292,0.00006283376,0.0001515441,0.0004654624,0.000668624,0.0004433776,0.0002566142,0.000008975397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379916,"about_ca_system_score_gemma":0.000071472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9074863,"about_ca_topic_score_gemma":0.9991429,"domain_scores_codex":[0.9984913,0.0001063733,0.0001708107,0.0006627525,0.0001824001,0.0003863194],"domain_scores_gemma":[0.9989652,0.00002735389,0.0002491264,0.0003810504,0.0001037887,0.0002734721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001264678,0.00004995323,0.6002508,0.00007944299,0.00001816303,0.001312606,0.0003546197,9.385919e-7,0.000002368345,5.498557e-8,0.001517097,0.3964013],"study_design_scores_gemma":[0.002703001,0.0001428447,0.9946325,0.0004027416,0.0001052283,0.0001403806,0.00141639,0.00002578198,3.103072e-7,0.00003810464,0.000148062,0.0002446311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964139,0.0007597437,0.000008229435,0.00007677935,0.0002160431,0.0003600295,0.001619923,0.00004481532,0.0005005123],"genre_scores_gemma":[0.9968698,0.0004937231,0.0001736266,0.00003362362,0.00002701275,0.000004521268,0.0000380692,0.00001940885,0.002340194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961567,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218078607612787,"score_gpt":0.2646842081680112,"score_spread":0.2428763474067325,"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."}}