{"id":"W4392240858","doi":"10.1097/01.hj.0001007684.51921.c8","title":"Cochlear Implant Users Describe Need for Lifelong Services","year":2024,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Cochlear implant; Psychology; Perception; Medicine; Medical education; Audiology; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008347635,0.00009119599,0.0001005931,0.00008491639,0.000592721,0.0005680337,0.0002172195,0.0000413486,0.00001777799],"category_scores_gemma":[0.0001556706,0.00005415268,0.0001044599,0.0001637614,0.00005716725,0.0002339404,0.00004296587,0.0003474915,0.00004757292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005330481,"about_ca_system_score_gemma":0.00007027245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004516355,"about_ca_topic_score_gemma":0.000002566378,"domain_scores_codex":[0.9990165,0.00009366831,0.0002095545,0.0001706327,0.0002160818,0.0002935549],"domain_scores_gemma":[0.9990822,0.0006221739,0.00003708362,0.0001316228,0.00003177027,0.00009511806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001298842,0.00004492053,0.0008209115,0.0004760008,0.00003167921,0.00008494802,0.01022465,0.001447365,0.9488407,0.008282744,0.002772391,0.0268438],"study_design_scores_gemma":[0.003922581,0.002430853,0.1686347,0.005935655,0.0003611392,0.01937166,0.009817108,0.3042818,0.1929764,0.07606497,0.2141992,0.002003874],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908986,0.0002087802,0.001282566,0.005653407,0.001487656,0.0001834531,0.000004767205,0.00009691004,0.000183851],"genre_scores_gemma":[0.9977415,0.00006308633,0.0005031237,0.0007696707,0.0005247054,0.000008260363,3.693979e-7,0.00002341319,0.0003658547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7558643,"threshold_uncertainty_score":0.5477561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05783720682651211,"score_gpt":0.3134815045850511,"score_spread":0.255644297758539,"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."}}