{"id":"W1985534534","doi":"10.1177/0194599812461755","title":"Auditory‐Perceptual Speech Outcomes and Quality of Life after Total Laryngectomy","year":2012,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Laryngectomy; Audiology; Intelligibility (philosophy); Medicine; Rating scale; Quality of life (healthcare); Sentence; Psychology; Larynx; Developmental psychology; 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":[0.001146154,0.0002347893,0.0002818228,0.000492721,0.0002249772,0.0005685781,0.0001799908,0.0002956026,0.00269861],"category_scores_gemma":[0.005309777,0.00009601576,0.000387309,0.0002500239,0.0003711763,0.000481647,0.0005695313,0.0003611807,0.0002311262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273427,"about_ca_system_score_gemma":0.000180409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009390805,"about_ca_topic_score_gemma":0.001673269,"domain_scores_codex":[0.9994816,0.0001503033,0.00006954943,0.00006254338,0.0001645639,0.00007139539],"domain_scores_gemma":[0.9968145,0.0008555891,0.001312643,0.00008852637,0.000390519,0.0005383129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009196951,0.0002608275,0.9876266,0.00008369399,0.0001904622,0.0001323891,0.0004194761,0.0001543152,0.001582877,0.00001119252,0.0001131479,0.008505327],"study_design_scores_gemma":[0.00001162569,0.0007112547,0.9985514,0.000004996562,0.00002728627,0.0001276476,0.0002489361,0.00007754788,0.0001835985,0.000009756295,0.00004172135,0.000004294656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995523,0.0001280035,0.00003030999,0.00001445032,0.000002436996,0.000005789337,0.00007831678,0.000001814852,0.0001866022],"genre_scores_gemma":[0.9997439,0.00002744219,0.00002386446,0.000009229241,0.000003660459,0.000004024547,0.00009597429,6.268269e-7,0.00009113175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00269861,"threshold_uncertainty_score":0.009027719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566167911244448,"score_gpt":0.3022320014768934,"score_spread":0.276570322364449,"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."}}