{"id":"W3014349189","doi":"10.1177/1203475420915448","title":"Epidemiology and Patient Distribution of Oral Cavity and Oropharyngeal SCC in Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"Fonds de Recherche du Québec - Santé; Canadian Dermatology Foundation","keywords":"Medicine; Incidence (geometry); Epidemiology; Malignancy; Oral cavity; Cancer; Cancer registry; Internal medicine; Surgery; Dentistry","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":[0.0005249277,0.0002941315,0.0003535722,0.002678735,0.001706754,0.001157054,0.001154064,0.0003824966,0.002782786],"category_scores_gemma":[0.002025248,0.0002980304,0.0004364563,0.007514638,0.0007179336,0.0003386222,0.001041479,0.0005449716,0.0002457919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02472897,"about_ca_system_score_gemma":0.03621082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9902817,"about_ca_topic_score_gemma":0.9920482,"domain_scores_codex":[0.9985138,0.00007252303,0.00009685561,0.0002407631,0.0006343326,0.000441761],"domain_scores_gemma":[0.9974685,0.0001079473,0.0005899834,0.00006150213,0.001192739,0.0005793191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003425929,0.000009285694,0.9944712,0.00004383961,0.00003221768,0.00009414474,0.0002799909,0.0001093397,0.0001375466,0.00008603008,0.00118398,0.003518144],"study_design_scores_gemma":[0.000003738622,0.00001234157,0.9973927,0.0000412924,0.00001595668,0.0001596482,0.0008243078,0.0002437336,0.00005151999,0.00002658193,0.00121945,0.000008804807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733805,0.002662785,0.000247216,0.0008606361,0.0000234933,0.0001271181,0.01727019,0.0000436674,0.005384439],"genre_scores_gemma":[0.9938099,0.001388881,0.0001757434,0.00012373,0.000005756429,0.00002207665,0.003768428,0.000008106795,0.0006973632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02472897,"threshold_uncertainty_score":0.1794221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0483494828132602,"score_gpt":0.2894861881858513,"score_spread":0.2411367053725911,"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."}}