{"id":"W2109337826","doi":"10.1177/0194599812437332","title":"Head and Neck Cancer in Canada","year":2012,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of New Brunswick; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Head and neck cancer; Cancer; Cancer registry; Oral cavity; Epidemiology; Head and neck; Larynx; Internal medicine; Human papillomavirus; Surgery; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004522648,0.00006532783,0.0002336831,0.00003075891,0.00002271958,8.653824e-7,0.00001884887,0.00003477777,0.0001812538],"category_scores_gemma":[0.00001982057,0.00005470117,0.000009490691,0.00006797997,0.00002857906,0.00003121377,0.00002630254,0.0001071435,0.000004800778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936101,"about_ca_system_score_gemma":0.00039887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8712581,"about_ca_topic_score_gemma":0.9747151,"domain_scores_codex":[0.999454,0.00001659536,0.00009476057,0.00009500649,0.00005334811,0.0002862515],"domain_scores_gemma":[0.999761,0.0000263227,0.00001446589,0.00007669452,0.00001198608,0.0001095584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003381047,0.00001717216,0.9932832,0.00003221341,0.00001431412,0.00002946599,0.0002048214,1.663252e-7,0.0002991037,0.0000983134,0.00246085,0.003526553],"study_design_scores_gemma":[0.0006778577,0.00004820255,0.9518926,0.0000386114,0.00001021504,0.00005838986,0.00005380011,0.00001341036,0.0001704146,0.00000483279,0.04697931,0.00005232242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806864,0.009833135,5.591965e-7,0.002725072,0.0002771898,0.0001083258,0.000004856743,0.000007122599,0.006357326],"genre_scores_gemma":[0.9966362,0.0005545618,0.00005312138,0.002323546,0.0001199691,0.00003679063,0.000001332654,0.000006927526,0.0002675937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103457,"threshold_uncertainty_score":0.2230649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915291673363589,"score_gpt":0.2986366466224727,"score_spread":0.2794837298888368,"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."}}