{"id":"W2116985956","doi":"10.1177/0194599814524704","title":"The Influence of Electrolarynx Use on Postlaryngectomy Voice‐Related Quality of Life","year":2014,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Quality of life (healthcare); Medicine; Laryngectomy; Audiology; Physical therapy; Larynx; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008668168,0.0001342731,0.0002097638,0.0003918691,0.0001636948,0.0004584991,0.0001632732,0.0002512479,0.001720544],"category_scores_gemma":[0.005264851,0.00007412527,0.0003620776,0.0002365798,0.0002345469,0.0002450945,0.0003368454,0.000322553,0.0001404227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199508,"about_ca_system_score_gemma":0.0002018935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192887,"about_ca_topic_score_gemma":0.001519305,"domain_scores_codex":[0.9992956,0.000226363,0.00007932748,0.00007102681,0.0002313215,0.00009637627],"domain_scores_gemma":[0.995702,0.001528352,0.001801685,0.00007711274,0.0004249591,0.0004658692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001902062,0.0000929725,0.9951369,0.00002160479,0.0000678555,0.00007508485,0.0001195781,0.00004014264,0.0003324806,0.000006498302,0.00004628659,0.00387037],"study_design_scores_gemma":[0.000003311227,0.0002275567,0.9993794,0.000004536801,0.00001181354,0.0001203441,0.00009399569,0.00005229872,0.00005734012,0.000002559733,0.00004485984,0.000001939395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993905,0.0002222537,0.00003281182,0.0000299098,0.000002913376,0.000005309638,0.00009087238,0.000001304939,0.0002241793],"genre_scores_gemma":[0.9997554,0.00005495726,0.00003055631,0.00001059245,0.000003944444,0.000004383106,0.00007628066,5.527647e-7,0.00006335673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001720544,"threshold_uncertainty_score":0.005755782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709576267816334,"score_gpt":0.2803848675075121,"score_spread":0.2632891048293488,"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."}}