{"id":"W2018214868","doi":"10.1177/0194599812466367","title":"Oncologic and Functional Outcomes of Partial Laryngeal Surgery for Intermediate‐Stage Laryngeal Cancer","year":2012,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Swallowing; Larynx; Laryngectomy; Stage (stratigraphy); Transoral laser microsurgery; Confidence interval; Surgery; Cohort; Cancer; Laryngeal Neoplasm; Retrospective cohort study; Concomitant; 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":[0.0003727263,0.0001733403,0.000842872,0.0001157549,0.00007986001,0.000003114848,0.00003797069,0.0001681449,0.0003395194],"category_scores_gemma":[0.000232516,0.0001333652,0.0001593105,0.00007951117,0.0002434746,0.0001060546,0.00007432853,0.0001517697,0.00000722763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005732491,"about_ca_system_score_gemma":0.0001642477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121554,"about_ca_topic_score_gemma":0.0001137899,"domain_scores_codex":[0.9987646,0.00006007052,0.0003481839,0.0002237356,0.0001301001,0.0004733138],"domain_scores_gemma":[0.9988437,0.0006358445,0.0001256205,0.0001345094,0.0000860026,0.0001743489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005665476,0.0002108261,0.9865093,0.0002264281,0.0002316726,0.00001038686,0.000250912,3.166763e-7,0.001068712,0.0005191027,0.008054587,0.002351214],"study_design_scores_gemma":[0.001385984,0.0003614823,0.9639226,0.00002782351,0.000150104,0.00003456728,0.00008420057,0.00003159973,0.001091901,0.00002208728,0.03276545,0.0001222352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918669,0.003211468,0.0001222446,0.002163076,0.001376015,0.0004065221,0.0000924478,0.00004045012,0.0007209082],"genre_scores_gemma":[0.9959818,0.0004749307,0.0001821566,0.001563692,0.0005804643,0.0003135592,0.00004726246,0.00002032969,0.0008358509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02471086,"threshold_uncertainty_score":0.5438475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807825046453603,"score_gpt":0.3342334326530409,"score_spread":0.2761551821885049,"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."}}