{"id":"W2037259629","doi":"10.1017/s002221511000304x","title":"Transoral laser microsurgery outcomes with early glottic cancer: the Dalhousie University experience","year":2011,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Transoral laser microsurgery; Laryngectomy; Surgery; Microsurgery; Cancer; Stage (stratigraphy); Survival rate; Retrospective cohort study; Cohort; Head and neck cancer; Larynx; Radiation therapy; 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":[0.0003964216,0.0002295798,0.0001662687,0.0004297053,0.0007704988,0.0005150263,0.0003415094,0.0002771562,0.0012999],"category_scores_gemma":[0.001076714,0.0001765016,0.0002475673,0.0005396437,0.0003956536,0.0002502206,0.0006855534,0.0002883113,0.0002016251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351476,"about_ca_system_score_gemma":0.001761174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02336304,"about_ca_topic_score_gemma":0.08598318,"domain_scores_codex":[0.9995089,0.00006738183,0.000040308,0.0000718768,0.0001548582,0.0001566774],"domain_scores_gemma":[0.9993652,0.00008615664,0.000204633,0.00003792857,0.00007347074,0.0002325932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002245813,0.0002486118,0.9559903,0.00009202421,0.00005330922,0.004640955,0.001838372,0.0002845287,0.002739045,0.00005737152,0.0007579555,0.03307302],"study_design_scores_gemma":[0.00002111509,0.0007827079,0.9802146,0.00004960015,0.00004252255,0.01433565,0.001443671,0.0002060605,0.001135017,0.00001910043,0.001729584,0.00002034065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983622,0.0007977879,0.0000748046,0.00006877162,0.000004694916,0.000009415195,0.00004449228,0.000004294215,0.0006336375],"genre_scores_gemma":[0.9989292,0.0004777933,0.0001111393,0.00004177102,0.000006358641,0.000007938128,0.00005920643,0.000002106864,0.0003645705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336304,"threshold_uncertainty_score":0.04645407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487814897090551,"score_gpt":0.2694764916290213,"score_spread":0.2345983426581158,"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."}}