{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002338929,0.0001447806,0.0003886314,0.00006069378,0.0000660072,0.00001216835,0.0000296958,0.00005592539,0.00005729317],"category_scores_gemma":[0.0000779094,0.0001119845,0.00007587978,0.00004849408,0.0001170627,0.00007444191,0.00003395279,0.00007407126,0.000001452786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000232385,"about_ca_system_score_gemma":0.00002760474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006686255,"about_ca_topic_score_gemma":0.000212021,"domain_scores_codex":[0.9991041,0.00001942289,0.0001691063,0.000243033,0.0001273151,0.0003370145],"domain_scores_gemma":[0.9994721,0.0001238777,0.00002610923,0.0001574807,0.00004980697,0.00017058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001160258,0.00006667616,0.9905175,0.0001996759,0.0001170176,0.00002520169,0.0003316833,8.23822e-9,0.00001887243,0.00003257179,0.001899812,0.005630701],"study_design_scores_gemma":[0.003564666,0.00006494915,0.98843,0.000008558467,0.0001257797,0.000009575077,0.00008081661,0.000001517869,0.00039063,0.00005936377,0.007139796,0.0001243927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951208,0.001292882,0.00003255008,0.001375434,0.0003772279,0.0006803308,0.0001603447,0.00003735637,0.0009230612],"genre_scores_gemma":[0.994268,0.00007008299,0.00015857,0.0007678539,0.0001068101,0.00124635,0.00001044169,0.00002061845,0.003351245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005506308,"threshold_uncertainty_score":0.4566593,"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."}}