{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121833,0.0001341453,0.0005076944,0.0001181592,0.00005443406,0.00001291585,0.0001048739,0.00003964442,0.0001424359],"category_scores_gemma":[0.00006273193,0.00009066129,0.00003712713,0.000773851,0.00001202587,0.00003719841,0.00007983356,0.0001734545,0.00004151737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004743482,"about_ca_system_score_gemma":0.0007289185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9463583,"about_ca_topic_score_gemma":0.9934857,"domain_scores_codex":[0.9990104,0.00003377556,0.0001784916,0.0002778441,0.000243994,0.0002555072],"domain_scores_gemma":[0.9993416,0.00009616497,0.00002976382,0.0003155773,0.00005116194,0.0001657434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006362092,0.00003397482,0.9519758,0.00007705882,0.0009395471,0.00009023047,0.00666142,0.0006404459,0.002719408,0.00007417561,0.03279842,0.003353319],"study_design_scores_gemma":[0.0006662568,0.0001057723,0.9830505,0.0001873344,0.0001823035,0.000002762213,0.0003351061,0.0002461341,0.0004500182,0.00001545947,0.01464204,0.0001163187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775867,0.001558866,0.000008337727,0.01755692,0.0001997434,0.0005778706,0.00006330465,0.00001326894,0.002434992],"genre_scores_gemma":[0.9884278,0.00008555809,0.0003277923,0.009317212,0.00008362821,0.00005102442,0.00001414886,0.00001289829,0.001679923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04712747,"threshold_uncertainty_score":0.369706,"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."}}