{"id":"W2940795690","doi":"10.1002/lary.28024","title":"Premature deaths due to head and neck cancers in canada: A nationwide analysis from 1980 to 2010","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Head and neck; Years of potential life lost; Demography; Mortality rate; Population; Life expectancy; Internal medicine; Surgery; Environmental health","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":[0.0007921982,0.0003556718,0.0005780141,0.00333863,0.001244633,0.0008947951,0.00104282,0.0004125045,0.001303237],"category_scores_gemma":[0.002414159,0.0003068361,0.001205371,0.008842661,0.0003527854,0.0003596317,0.0007116382,0.0005714415,0.0001908261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02731917,"about_ca_system_score_gemma":0.04183592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928122,"about_ca_topic_score_gemma":0.9949173,"domain_scores_codex":[0.9988301,0.00004847862,0.0001207508,0.0001590038,0.0005663735,0.0002752451],"domain_scores_gemma":[0.9968676,0.00009671447,0.0006869948,0.00006608336,0.001944767,0.0003378786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071243,0.00001297474,0.9879566,0.0003954642,0.0002735648,0.00009776735,0.000119602,0.0002189013,0.0001018585,0.00008184106,0.003651326,0.006982968],"study_design_scores_gemma":[0.000008436955,0.00001284288,0.9972106,0.00008657636,0.0001279655,0.00007344662,0.0001925847,0.0001980349,0.00004742428,0.00001252003,0.002020983,0.000008597716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221631,0.01931632,0.0004222668,0.00125177,0.00007493986,0.000193928,0.15081,0.00006769639,0.005699822],"genre_scores_gemma":[0.9578751,0.007471426,0.0005276234,0.0004301947,0.00002926663,0.00008931493,0.03236261,0.000011016,0.001203401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731917,"threshold_uncertainty_score":0.1982154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101658428405252,"score_gpt":0.2614273779436398,"score_spread":0.2504107936595873,"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."}}