{"id":"W2754998542","doi":"10.1080/14670100.2017.1375238","title":"Evaluation of pediatric cochlear implant care throughout Europe: Is European pediatric cochlear implant care performed according to guidelines?","year":2017,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cochlear implant; Medicine; Cochlear implantation; Reimbursement; Epidemiology; Rehabilitation; Audiology; Pediatrics; Family medicine; Health care; Physical therapy; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001739825,0.0004445968,0.0004653503,0.0005239325,0.0009463438,0.0004383669,0.001734994,0.0001517933,0.000243337],"category_scores_gemma":[0.006667087,0.0004039559,0.0002151076,0.0003054695,0.0001223259,0.0006196939,0.0007458995,0.000414404,0.0007759046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350308,"about_ca_system_score_gemma":0.0005010398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852165,"about_ca_topic_score_gemma":0.00001504521,"domain_scores_codex":[0.994207,0.0004748081,0.001093536,0.001053492,0.002523426,0.0006477102],"domain_scores_gemma":[0.9947679,0.0002983137,0.0007858334,0.001022912,0.002834534,0.0002904999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001479905,0.0007164256,0.2719334,0.00165224,0.0003193935,0.0006546351,0.05028393,0.004839016,0.2549459,0.002028882,0.06232052,0.3488258],"study_design_scores_gemma":[0.007519365,0.001425947,0.9112993,0.0004838041,0.0009602219,0.001073411,0.008069795,0.00695219,0.03930973,0.0001956599,0.02045777,0.002252783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822219,0.0002737019,0.0001052125,0.0006047311,0.004144064,0.0008431835,0.001129583,0.0001164696,0.01056117],"genre_scores_gemma":[0.9957703,0.0005538461,0.0004910589,0.0006547659,0.002052615,0.00003083801,0.0001286023,0.0001016247,0.0002163029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.639366,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349982992434908,"score_gpt":0.4190200877627421,"score_spread":0.2840217885192513,"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."}}