{"id":"W2163505205","doi":"10.1016/j.clon.2010.08.027","title":"Laryngeal Cancer Treatment and Survival Differences across Regional Cancer Centres in Ontario, Canada","year":2010,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; University of Toronto; University Health Network; Queen's University","funders":"National Cancer Institute; Canada Research Chairs","keywords":"Medicine; Cancer registry; Cancer; Laryngectomy; Stage (stratigraphy); Larynx; Multivariate analysis; Retrospective cohort study; Cohort; Population; Internal medicine; Surgery","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":[0.001253299,0.0003192614,0.0007172395,0.001353736,0.005248654,0.002410054,0.001716055,0.0007995673,0.003424112],"category_scores_gemma":[0.00539835,0.0006009801,0.001322748,0.006277703,0.001506567,0.0007662774,0.001687393,0.001288478,0.0002995261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05793674,"about_ca_system_score_gemma":0.07014437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968861,"about_ca_topic_score_gemma":0.9990283,"domain_scores_codex":[0.9974482,0.0003819112,0.0001831878,0.000291578,0.0005663547,0.001128716],"domain_scores_gemma":[0.9942943,0.0005682294,0.00149835,0.0001860855,0.001869402,0.001583507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204809,0.00006224995,0.9876374,0.0001217887,0.0001869907,0.0001648825,0.003037706,0.0002831014,0.0001633917,0.0004335086,0.002704795,0.004883807],"study_design_scores_gemma":[0.00004020338,0.0000477188,0.9926049,0.0001196821,0.00009317572,0.0000585059,0.004965919,0.0001292895,0.0000448763,0.00004595655,0.001830623,0.00001923916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840717,0.003725143,0.00008667662,0.001957097,0.00006552378,0.00007223582,0.003829036,0.00001275455,0.006179771],"genre_scores_gemma":[0.994592,0.001224182,0.00008704553,0.0003280584,0.00001520801,0.00002621541,0.001028294,0.000009744244,0.002689272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05793674,"threshold_uncertainty_score":0.4203625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1392900411342374,"score_gpt":0.4541461255525851,"score_spread":0.3148560844183477,"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."}}