{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324467,0.0002468016,0.0002895206,0.0009591189,0.002293102,0.001077385,0.0008319907,0.0003471136,0.01080549],"category_scores_gemma":[0.001216277,0.000179416,0.0004713345,0.003050649,0.000350606,0.000314286,0.0007236869,0.0005186692,0.001025485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02474194,"about_ca_system_score_gemma":0.08929397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936005,"about_ca_topic_score_gemma":0.996668,"domain_scores_codex":[0.9990563,0.00003854202,0.00003729196,0.000100275,0.000376136,0.0003914862],"domain_scores_gemma":[0.9986149,0.00002838657,0.0001224132,0.0000205281,0.0009290708,0.000284816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060368,0.00006281261,0.8253083,0.000607022,0.00009797571,0.0006167867,0.0006590798,0.0004019092,0.0006367153,0.00122246,0.08279362,0.08748725],"study_design_scores_gemma":[0.00003692037,0.00003709935,0.9282924,0.0003345125,0.00007680123,0.0005333909,0.001146702,0.000350079,0.0002031457,0.0001304344,0.06884111,0.00001744725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6698236,0.02692072,0.001698443,0.01919399,0.0009393996,0.001015628,0.1051246,0.0005865936,0.174697],"genre_scores_gemma":[0.9092991,0.01280427,0.002164168,0.004059913,0.0001553155,0.0002373719,0.0323015,0.00006241979,0.03891587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02474194,"threshold_uncertainty_score":0.1795162,"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."}}