{"id":"W2085990394","doi":"10.1179/146701010x12671178253999","title":"Cochlear Implantation Services — Time for Redesign?","year":2010,"lang":"en","type":"review","venue":"Cochlear Implants International","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Cochlear implantation; Audiology; Cochlear implant; Computer science; Medicine; Speech recognition","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001461358,0.0004166655,0.001094081,0.0003035091,0.0005831906,0.00005771117,0.0007751522,0.001148412,0.004644217],"category_scores_gemma":[0.0008914631,0.0003215002,0.0003718501,0.0001310741,0.00007597131,0.0002875678,0.0001584226,0.001613565,0.005953141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131454,"about_ca_system_score_gemma":0.0006022854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005474457,"about_ca_topic_score_gemma":0.00003220259,"domain_scores_codex":[0.9963886,0.0005412282,0.001337161,0.0006074577,0.0005944362,0.0005310883],"domain_scores_gemma":[0.9923604,0.005259799,0.001353693,0.0003919304,0.0004117145,0.0002224336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001204081,0.00007803426,0.000009412922,0.01523769,0.0002435527,0.000008578082,0.0004766954,3.057148e-7,0.00002618899,0.001267275,0.0267772,0.9557546],"study_design_scores_gemma":[0.0005976195,0.00008090143,0.00002513844,0.008031857,0.0003282732,0.0000709306,0.000174392,0.0001771802,4.916204e-7,0.0004125537,0.9897794,0.0003212252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001269032,0.9470778,0.0008401583,0.0008381596,0.01591619,0.006013507,0.003502723,0.00031728,0.02536732],"genre_scores_gemma":[0.000008813947,0.9744059,0.001831264,0.0006276564,0.003206991,0.0006902656,0.006094373,0.0001167329,0.01301799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9630023,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061748958382778,"score_gpt":0.5341769420880625,"score_spread":0.4280020462497848,"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."}}