{"id":"W2051151479","doi":"10.1017/s0022215111002490","title":"‘How does that sound?’: objective and subjective voice outcomes following CO<sub>2</sub> laser resection for early glottic cancer","year":2011,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Phonation; Stage (stratigraphy); Transoral laser microsurgery; Cancer; Audiology; Glottis; Prospective cohort study; Surgery; Microsurgery; Larynx; Laryngeal Neoplasm; Internal medicine","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":[0.0007492643,0.0002174118,0.0008764032,0.0001877826,0.0002802953,0.00001037284,0.0001331081,0.0002030753,0.00000998779],"category_scores_gemma":[0.0003481367,0.0001175258,0.0002267351,0.0001121405,0.0003780527,0.0001958239,0.00005204114,0.0004770122,0.000002316383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169873,"about_ca_system_score_gemma":0.0001355359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049084,"about_ca_topic_score_gemma":0.002022443,"domain_scores_codex":[0.9985821,0.0003230521,0.000319623,0.0002042599,0.0001643794,0.0004066455],"domain_scores_gemma":[0.9981796,0.0009052815,0.0003689114,0.0001747568,0.0002663102,0.0001051073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004330804,0.0001076641,0.9687765,0.00006460832,0.002125227,0.0001274405,0.01022275,4.39657e-7,0.01281954,0.00009483548,0.0003712154,0.0009589469],"study_design_scores_gemma":[0.00332443,0.003586783,0.9344053,0.00006727029,0.001070698,0.0006962755,0.002575665,0.000003451325,0.05117747,0.002753932,0.0001991696,0.00013958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919098,0.001954098,0.00029817,0.003877183,0.001129132,0.0005052101,0.00001051859,0.00001902394,0.0002968598],"genre_scores_gemma":[0.9977911,0.0006295818,0.0001110458,0.001055259,0.0002082884,0.00005651504,8.032999e-7,0.00002707765,0.0001203223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03835794,"threshold_uncertainty_score":0.4792564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784880556582099,"score_gpt":0.3104350454985272,"score_spread":0.2725862399327062,"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."}}