{"id":"W4367299047","doi":"10.1080/14670100.2023.2197344","title":"Cochlear implant services for children, young people and adults. Quality standard","year":2023,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cochlear implant; Audiology; Cochlear implantation; Medicine; Quality (philosophy); Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004589858,0.0001726953,0.0005090055,0.0001483165,0.0001130627,0.00006758045,0.0001396219,0.0001009742,0.0001485628],"category_scores_gemma":[0.0001438294,0.000144547,0.0002139906,0.0001209915,0.00004559926,0.00009259261,0.00007999221,0.0001225416,0.0001059555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004727555,"about_ca_system_score_gemma":0.00004471224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001623313,"about_ca_topic_score_gemma":0.0001236666,"domain_scores_codex":[0.9984939,0.00003693935,0.0003309316,0.0003435649,0.0004962021,0.0002984939],"domain_scores_gemma":[0.9989966,0.0004078233,0.00008897784,0.000179688,0.000159539,0.0001673644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00450493,0.00008321591,0.9589559,0.0003487441,0.0006582435,0.0001377216,0.001394395,0.000005614909,0.0005554532,0.01159534,0.008456175,0.01330426],"study_design_scores_gemma":[0.003020891,0.0001429654,0.9565818,0.0001124261,0.00005881783,0.001618975,0.0004040224,0.000258082,0.0001893149,0.00009025322,0.0373374,0.0001850834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993084,0.00009032754,0.00007527076,0.001869405,0.0006461216,0.0004502723,0.001020541,0.0001745479,0.002589511],"genre_scores_gemma":[0.9949926,0.0003548217,0.0002209049,0.000589812,0.0003780179,0.00003584686,0.001289605,0.00003026943,0.002108133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02888123,"threshold_uncertainty_score":0.5894457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447167065286532,"score_gpt":0.3215506509609246,"score_spread":0.3070789803080592,"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."}}