{"id":"W1983534220","doi":"10.2310/7070.2003.41731","title":"Comparison of Voice Characteristics Following Three Different Methods of Treatment for Laryngeal Cancer","year":2003,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Phonation; Audiology; Laryngectomy; Larynx; Radiation therapy; Breathy voice; Cancer; Intelligibility (philosophy); Electroglottograph; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006625495,0.0001404084,0.0009941299,0.00009989702,0.00004551833,0.000002104026,0.0001315578,0.00009371272,0.00004906418],"category_scores_gemma":[0.0002441066,0.00007942309,0.0003420344,0.00008237898,0.00007797072,0.00003656723,0.00001336928,0.000176032,6.12669e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854553,"about_ca_system_score_gemma":0.0001753251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005660738,"about_ca_topic_score_gemma":0.00007745235,"domain_scores_codex":[0.9986377,0.0002475602,0.0007031285,0.00007444405,0.000142932,0.0001942742],"domain_scores_gemma":[0.9983047,0.000576412,0.0006852566,0.0001876684,0.0001768359,0.00006913745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001704188,0.00104641,0.7967879,0.0002362063,0.001753029,0.00001378311,0.002681838,0.00002975718,0.1811209,0.0002952196,0.0002110005,0.01411982],"study_design_scores_gemma":[0.0113817,0.01378714,0.7030371,0.0004070372,0.005926364,0.0003715847,0.001866387,0.001054943,0.2532676,0.001097668,0.007540201,0.0002623457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843152,0.002472064,0.01174186,0.0005128096,0.0004147622,0.0003502925,0.000007768721,0.000003231782,0.000182041],"genre_scores_gemma":[0.9940591,0.0003950439,0.005272861,0.0001042466,0.00007891325,0.000008629109,0.000002832178,0.00001635766,0.00006199427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09375075,"threshold_uncertainty_score":0.323878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07458040372893589,"score_gpt":0.424884528199389,"score_spread":0.3503041244704531,"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."}}