{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002839061,0.0001036579,0.0001430623,0.0005806437,0.0003396701,0.0004532706,0.0001297335,0.0002292423,0.0009729841],"category_scores_gemma":[0.001781831,0.00007840902,0.0002076587,0.0005877892,0.0002056679,0.0002902001,0.0002713488,0.0002008383,0.0001390116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004187899,"about_ca_system_score_gemma":0.0003932139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005361821,"about_ca_topic_score_gemma":0.01007879,"domain_scores_codex":[0.9997602,0.00004596053,0.000031378,0.00003168182,0.00005853524,0.00007223348],"domain_scores_gemma":[0.9988371,0.0001570896,0.0007005876,0.00002459567,0.0001023323,0.0001783393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003493094,0.00002182731,0.9986134,0.000003882501,0.00001058574,0.0001520037,0.00004311249,0.00002240953,0.00006343033,0.000004398644,0.0000471038,0.0009829844],"study_design_scores_gemma":[0.000002774067,0.00009398667,0.9986481,0.000004432697,0.00001056696,0.0007509363,0.0002954613,0.00006483864,0.00004128685,0.000005402919,0.00008018647,0.000001988863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995835,0.00009891851,0.00001336935,0.00001836306,0.000001415589,0.000002881078,0.00007173506,5.373282e-7,0.0002092091],"genre_scores_gemma":[0.999709,0.00007174886,0.00001989599,0.00001727336,0.000005203739,0.000002952276,0.0001154471,3.837777e-7,0.00005800633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005361821,"threshold_uncertainty_score":0.01066124,"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."}}