{"id":"W2465882164","doi":"10.1016/j.oraloncology.2016.06.011","title":"Nonlinear association between betel quid chewing and oral cancer: Implications for prevention","year":2016,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Habit; Logistic regression; Cancer; Basal cell; Demography; Dentistry; Betel; Internal medicine; Risk factor; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001815379,0.0004032897,0.0006228167,0.0005800914,0.0004376251,0.001114583,0.0007284439,0.0008043365,0.008117557],"category_scores_gemma":[0.009566201,0.0004810704,0.001041502,0.001231803,0.0004042916,0.0009888224,0.0007818725,0.001315673,0.0008241154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700478,"about_ca_system_score_gemma":0.001349024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02973037,"about_ca_topic_score_gemma":0.03251416,"domain_scores_codex":[0.9991475,0.0003765304,0.00006279994,0.0001847557,0.0001140673,0.0001143254],"domain_scores_gemma":[0.9941244,0.003345916,0.0008434565,0.0006010575,0.0007591679,0.0003261476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003640265,0.0001221761,0.9867982,0.00007147281,0.0003367103,0.00009686405,0.0001163018,0.0002173049,0.0004728612,0.0004442313,0.0004345294,0.01052521],"study_design_scores_gemma":[0.00001222924,0.00006922398,0.9963587,0.00003423556,0.0002134849,0.0001172103,0.0002507436,0.001502477,0.0000874228,0.0007785046,0.0005682239,0.000007560673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713264,0.01063599,0.002685185,0.00543033,0.0001833913,0.00004998691,0.002061258,0.00006093205,0.007566504],"genre_scores_gemma":[0.9927962,0.002357479,0.001414887,0.0002968003,0.00009276143,0.00001819918,0.0005364436,0.00001828725,0.002468742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02973037,"threshold_uncertainty_score":0.05911463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08518223684255133,"score_gpt":0.4468242504235247,"score_spread":0.3616420135809734,"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."}}