{"id":"W3175661882","doi":"10.1158/1940-6207.capr-21-0047","title":"Oral Squamous Cell Carcinoma Associated with Precursor Lesions","year":2021,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; University of Toronto; London Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"Faculty of Dentistry, University of Toronto","keywords":"Medicine; Cancer; Internal medicine; Stage (stratigraphy); Basal cell; Odds ratio; Carcinoma; Disease; Cancer registry; Gastroenterology; Oncology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002672442,0.0001989176,0.0002806617,0.001428529,0.0008482905,0.0009142926,0.0002852594,0.0002332444,0.004660991],"category_scores_gemma":[0.001565876,0.0001792011,0.0002503586,0.001768136,0.0004594667,0.000361198,0.0004832494,0.0002791817,0.000492025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008883973,"about_ca_system_score_gemma":0.001238508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03388139,"about_ca_topic_score_gemma":0.04869659,"domain_scores_codex":[0.9996219,0.00002424359,0.00004501619,0.00005939327,0.0001552257,0.00009418649],"domain_scores_gemma":[0.9988332,0.0001170884,0.0004896853,0.00009895565,0.0002940121,0.0001669518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006159225,0.00001295693,0.9917502,0.00006326097,0.00001834619,0.002642689,0.0001016005,0.00002237051,0.001096809,0.00005358382,0.0002382854,0.00393831],"study_design_scores_gemma":[0.00000440265,0.00003658814,0.983918,0.00007144881,0.00003812548,0.01326257,0.0005030397,0.00009347244,0.0005678267,0.000101441,0.001397724,0.000005311583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933891,0.001672839,0.0001248645,0.00005394789,0.00001389028,0.00002919079,0.000733,0.00001730255,0.003965929],"genre_scores_gemma":[0.9984702,0.0005912136,0.00009388949,0.00001963756,0.00001080431,0.000005301567,0.0005495895,0.000002644647,0.0002565659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03388139,"threshold_uncertainty_score":0.06736839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472287689381201,"score_gpt":0.4573190884735335,"score_spread":0.3100903195354133,"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."}}