{"id":"W2122792718","doi":"10.1016/j.oraloncology.2011.04.018","title":"A population-based study of factors associated with early versus late stage oral cavity cancer diagnoses","year":2011,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network; Queen's University","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Relative risk; Population; Internal medicine; Tongue; Cancer; Disease; Risk factor; Retrospective cohort study; Surgery; Confidence interval; Pathology; Environmental health","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":[0.0009603314,0.0003561956,0.0005585055,0.001152265,0.001213113,0.001200949,0.0004805885,0.001036131,0.002560955],"category_scores_gemma":[0.004031808,0.0006889993,0.001114183,0.002017859,0.0006317089,0.001075028,0.000818509,0.001409498,0.0004138787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673476,"about_ca_system_score_gemma":0.0005622765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118003,"about_ca_topic_score_gemma":0.0128453,"domain_scores_codex":[0.9987878,0.0004751449,0.0001296248,0.0002432187,0.0001569337,0.0002072161],"domain_scores_gemma":[0.9978655,0.0006070745,0.0006349329,0.0001781622,0.0002620124,0.0004522275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003776022,0.0001498495,0.9982908,0.00000925032,0.0001358582,0.00007535004,0.0002532203,0.000008679121,0.0002195629,0.00001661473,0.00005395059,0.000409166],"study_design_scores_gemma":[0.00002315019,0.0003829928,0.9980063,0.000004412721,0.00007415321,0.000192208,0.001102743,0.00003610421,0.0000265316,0.00001433438,0.0001319308,0.00000510857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993647,0.0001421114,0.00003232935,0.0000306457,0.000007550691,0.000006526172,0.0001448072,0.000001024797,0.0002703776],"genre_scores_gemma":[0.9994537,0.00008138505,0.00002396507,0.00003915903,0.00001157752,0.000009313413,0.0001458829,0.000001523389,0.0002334583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118003,"threshold_uncertainty_score":0.02222991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605253635336605,"score_gpt":0.3879872882863407,"score_spread":0.2274619247526801,"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."}}