{"id":"W4367047684","doi":"","title":"Demographic and Clinicopathologic Distribution of Oral Cavity and Oropharyngeal Cancer in Alberta, Canada: A Comparative Analysis.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Cancer; Cancer registry; Population; Internal medicine; Tonsil; Lymph node; Radiation therapy; Basal cell; Oncology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003794848,0.0002801519,0.0002201051,0.001835669,0.001226479,0.0006496431,0.0006857488,0.000278466,0.001816667],"category_scores_gemma":[0.0008132972,0.0002218418,0.0003223548,0.004001559,0.0004653058,0.00024575,0.0005101988,0.0002723558,0.0002708002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134915,"about_ca_system_score_gemma":0.01089001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9738638,"about_ca_topic_score_gemma":0.9833725,"domain_scores_codex":[0.9994999,0.00002178016,0.00002646365,0.00007314309,0.0002044061,0.0001742258],"domain_scores_gemma":[0.9993273,0.00003117719,0.0001550579,0.00001984603,0.0002752744,0.0001912669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003544471,0.000009903079,0.9965653,0.00001489094,0.00002150029,0.00009710142,0.0001784229,0.00004044258,0.0001174357,0.00002479966,0.0004811969,0.002413574],"study_design_scores_gemma":[0.000002021032,0.00001100757,0.998826,0.00000932158,0.000010428,0.00009019749,0.0005264173,0.00006299431,0.00001631909,0.000007038499,0.0004355718,0.000002702045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926059,0.001211011,0.00009435177,0.0001296814,0.00001119253,0.00002994851,0.003746653,0.0000121315,0.002159005],"genre_scores_gemma":[0.9962335,0.000623658,0.0001059811,0.00005371068,0.00000714326,0.00001094665,0.002292825,0.000002914252,0.0006693496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02613616,"threshold_uncertainty_score":0.08234429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853311439772446,"score_gpt":0.2998474945594464,"score_spread":0.2613143801617219,"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."}}