{"id":"W3202342296","doi":"10.1177/2473974x211046957","title":"Functional and Oncologic Outcomes of Octogenarians Undergoing Transoral Laser Microsurgery for Laryngeal Cancer","year":2021,"lang":"en","type":"article","venue":"OTO Open","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Transoral laser microsurgery; Interquartile range; Surgery; Microsurgery; Cancer; Larynx; Laryngeal Neoplasm; Internal medicine","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":[0.0001219481,0.0000786458,0.0004132977,0.00002080997,0.00007798812,0.00001496361,0.00003690277,0.00004455494,0.0004354312],"category_scores_gemma":[0.00007218443,0.00006125891,0.00007165329,0.00006405294,0.00003420025,0.00005687215,0.00005381753,0.00004845687,0.000002196937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003955916,"about_ca_system_score_gemma":0.000414352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001798501,"about_ca_topic_score_gemma":0.001856894,"domain_scores_codex":[0.9994344,0.00001802534,0.0001582739,0.0001741522,0.00007682155,0.0001383719],"domain_scores_gemma":[0.9995158,0.0002344934,0.00003519969,0.00007958955,0.00008297532,0.00005194324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008020569,0.0002691616,0.9236411,0.0004070614,0.000548002,0.00006779023,0.0004955012,0.000008887005,0.0235073,0.0003190431,0.04440038,0.005533667],"study_design_scores_gemma":[0.005579683,0.0004427821,0.8809767,0.0002560399,0.000267497,0.00003855494,0.0007434138,0.00001429495,0.03319237,0.0001621642,0.07813607,0.000190453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819787,0.001194618,0.00009251986,0.01218558,0.0003073775,0.0005481664,0.0001545544,0.00001184547,0.003526674],"genre_scores_gemma":[0.9874217,0.0004590779,0.001196862,0.002590985,0.0001014322,0.0001982475,0.00004284682,0.0000155314,0.007973343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04266448,"threshold_uncertainty_score":0.4767666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09463788924121039,"score_gpt":0.3696601126245815,"score_spread":0.2750222233833711,"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."}}