{"id":"W133628121","doi":"","title":"Functional outcomes and laryngectomy-free survival after transoral CO₂ laser microsurgery for stage 1 and 2 glottic carcinoma.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transoral laser microsurgery; Medicine; Laryngectomy; Radiation therapy; Laser surgery; Stage (stratigraphy); Surgery; Swallowing; Population; Microsurgery; Cancer; Prospective cohort study; Larynx; Internal medicine; Laser","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005825215,0.0002226523,0.0002655494,0.000361487,0.0002284614,0.0002565535,0.0002298558,0.0003834406,0.001047837],"category_scores_gemma":[0.001962383,0.0001076171,0.0005207582,0.0001953047,0.000314635,0.0003020997,0.0002855403,0.0002837389,0.0001438363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087345,"about_ca_system_score_gemma":0.0002857976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108352,"about_ca_topic_score_gemma":0.003631105,"domain_scores_codex":[0.999729,0.00006705605,0.00001916165,0.00005036501,0.00006175783,0.00007268481],"domain_scores_gemma":[0.9990658,0.0001811422,0.0004591908,0.00002887694,0.00004904176,0.0002158529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00190143,0.0001522729,0.9910913,0.00002498092,0.0001448066,0.0001810024,0.00007523504,0.0002127742,0.0005859054,0.0000155061,0.0001636844,0.005451295],"study_design_scores_gemma":[0.00004447028,0.0009381077,0.9983264,0.000004761262,0.00005062654,0.0002590032,0.00005569684,0.0001521161,0.00009156133,0.00001193999,0.0000612864,0.000004071529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995104,0.00026236,0.00002006639,0.00001841361,0.000003913241,0.00000350973,0.00008404496,0.00000124995,0.00009597942],"genre_scores_gemma":[0.9997076,0.00004180915,0.00000828083,0.000009930905,0.000004717321,0.000003385904,0.0001632796,3.373287e-7,0.00006055187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002108352,"threshold_uncertainty_score":0.004192114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06412515025823805,"score_gpt":0.2441811602577263,"score_spread":0.1800560099994883,"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."}}