{"id":"W1484607501","doi":"10.1002/lary.24719","title":"Incidence of second metachronous head and neck cancers: Population‐based outcomes over 25 years","year":2014,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Incidence (geometry); Head and neck cancer; Esophagus; Internal medicine; Cancer registry; Proportional hazards model; Cancer; Lung cancer; Stage (stratigraphy); Head and neck; Surgery; Retrospective cohort study; Population; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049319,0.0001054322,0.0003956916,0.0000422298,0.00006423059,0.000007925406,0.00007321749,0.00003591326,0.000308176],"category_scores_gemma":[0.00008118566,0.00006829775,0.00005190328,0.0001107494,0.00007903772,0.00006011242,0.00004658386,0.00009962346,0.000010045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005725013,"about_ca_system_score_gemma":0.00007636859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002594301,"about_ca_topic_score_gemma":0.002108652,"domain_scores_codex":[0.9992845,0.00004622853,0.0001850087,0.0001499596,0.0001754089,0.0001588862],"domain_scores_gemma":[0.9994463,0.0001243648,0.00007401317,0.0002649103,0.00003288745,0.00005748023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023252,0.00003913267,0.9897967,0.0001788431,0.0001219286,0.000003777666,0.0006984038,0.0000152427,0.001188335,0.0002687405,0.00173547,0.005851084],"study_design_scores_gemma":[0.001175189,0.0002437137,0.9907889,0.0001290902,0.00007566393,0.000002715259,0.00002296718,0.0002572908,0.0004320391,0.00008045568,0.00671862,0.00007337634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950066,0.001223386,0.00001784256,0.001048752,0.0001058548,0.0002041678,0.0000102339,0.00002371507,0.002359478],"genre_scores_gemma":[0.9964018,0.00005164926,0.000395419,0.002336437,0.00006716976,0.00001357716,0.000004913162,0.00001330922,0.0007157184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005777707,"threshold_uncertainty_score":0.3921825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944857300098074,"score_gpt":0.308800270098632,"score_spread":0.2893516970976512,"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."}}