{"id":"W2622902145","doi":"10.1002/hed.24787","title":"Overview of surgery for laryngeal and hypopharyngeal cancer in Ontario, 2003‐2010","year":2017,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Incidence (geometry); Hypopharyngeal cancer; Cancer registry; Demography; Laryngectomy; Cancer; Population; Surgery; Larynx; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004456643,0.0002304555,0.0002781927,0.00237735,0.001168249,0.0007017874,0.0007291649,0.0001983001,0.002719539],"category_scores_gemma":[0.001411366,0.0003002749,0.0005894599,0.005069564,0.0003794196,0.0003128361,0.0006347307,0.0002933874,0.0002244164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02084987,"about_ca_system_score_gemma":0.02893449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824229,"about_ca_topic_score_gemma":0.9930923,"domain_scores_codex":[0.9993439,0.00003491805,0.00009567723,0.00006967514,0.0002887181,0.0001670072],"domain_scores_gemma":[0.9977429,0.00009781926,0.000748145,0.00004062688,0.0009439914,0.0004265303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008724157,0.00001887559,0.9685909,0.0008232997,0.0001354847,0.0002255174,0.001247332,0.0001392874,0.0004523933,0.0001827174,0.01346563,0.0146313],"study_design_scores_gemma":[0.000004708601,0.00001254861,0.9928346,0.0001226948,0.00003564924,0.00009123472,0.0006248449,0.00003638537,0.00003195973,0.000008850106,0.006192425,0.000004192409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395316,0.03603037,0.0003699638,0.004021183,0.0001538358,0.0002398704,0.08872782,0.0001043139,0.03082106],"genre_scores_gemma":[0.9549958,0.02051568,0.0005354176,0.000460314,0.00005747319,0.0001179381,0.01840371,0.00002252327,0.004891193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02084987,"threshold_uncertainty_score":0.1512771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508643715002752,"score_gpt":0.3770818776068287,"score_spread":0.2262175061065535,"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."}}