{"id":"W2919303117","doi":"10.1097/mao.0000000000002172","title":"Association of Speech Processor Technology and Speech Recognition Outcomes in Adult Cochlear Implant Users","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Cochlear implant; Candidacy; Novelty; Audiology; Analysis of variance; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008368228,0.0001889792,0.0002487456,0.0007046839,0.0001568965,0.00042447,0.0002468351,0.0004362161,0.00151589],"category_scores_gemma":[0.003564219,0.0001647623,0.0003166608,0.0005763972,0.0002332043,0.0004450605,0.0003839612,0.0003884244,0.0002249871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834948,"about_ca_system_score_gemma":0.0002448969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309674,"about_ca_topic_score_gemma":0.001924248,"domain_scores_codex":[0.9994892,0.00008589846,0.00008566728,0.0001100086,0.0001503536,0.00007881975],"domain_scores_gemma":[0.9966305,0.0007843169,0.001930974,0.0001168778,0.0002514512,0.0002859581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007943082,0.00001829835,0.999068,0.000004422819,0.00001281693,0.00002853677,0.00001455124,0.00001622641,0.00008688383,0.000002413435,0.00001597815,0.0006526113],"study_design_scores_gemma":[0.000004419834,0.0001490529,0.9993787,0.000002374537,0.00001167541,0.0002214551,0.00004536683,0.0001075237,0.00004561511,0.000004343093,0.00002767596,0.000001794204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995669,0.0001402492,0.00003687257,0.00001302532,0.000001746603,0.000004133715,0.0001106714,0.000001404638,0.000125038],"genre_scores_gemma":[0.9997124,0.00006018348,0.00004168478,0.000007689518,0.000005465705,0.000004571586,0.0001185661,6.498065e-7,0.00004878392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151589,"threshold_uncertainty_score":0.005071163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599303369323852,"score_gpt":0.2750932563182508,"score_spread":0.2591002226250123,"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."}}