{"id":"W2013013313","doi":"10.1179/1754762811y.0000000016","title":"Assessing candidacy for bilateral cochlear implants: A survey of practices in the United States and Canada","year":2012,"lang":"en","type":"article","venue":"Cochlear Implants International","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Candidacy; Medicine; Audiology; Standardization; Reimbursement; Cochlear implant; Cochlear implantation; Health care; Computer science","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":[0.0009393925,0.00008734875,0.0001149556,0.0001147302,0.00009801894,0.0001097352,0.000205902,0.00003609527,0.00001885708],"category_scores_gemma":[0.002566187,0.00006116932,0.0000146135,0.0001326327,0.0000674722,0.0004073688,0.00003985402,0.0001162552,0.0000011679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006450502,"about_ca_system_score_gemma":0.0001467088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5349247,"about_ca_topic_score_gemma":0.1072947,"domain_scores_codex":[0.9988162,0.0002555562,0.0002480498,0.0001603779,0.0002900409,0.0002298029],"domain_scores_gemma":[0.9967407,0.002794343,0.0002311895,0.00009534445,0.00008877757,0.00004963048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003143409,0.0002268602,0.947864,0.0001011342,0.00002940677,0.00001573559,0.00389763,0.0001570957,0.04075214,0.001094847,0.002568979,0.002977825],"study_design_scores_gemma":[0.000412908,0.00003726115,0.9916468,0.0000442626,0.000004568998,0.000117253,0.00063175,0.002249723,0.002138891,0.00006354712,0.002563768,0.00008925004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998252,0.00002234614,0.00004709778,0.0004861149,0.0004793114,0.0001875621,0.0003784462,0.000006808435,0.000140338],"genre_scores_gemma":[0.9991217,0.00004543095,0.00008673727,0.0005166511,0.00005228811,0.00001151422,0.0001264727,0.000008806485,0.00003044472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4276301,"threshold_uncertainty_score":0.9089949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211594652869716,"score_gpt":0.3967427729532889,"score_spread":0.2755833076663173,"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."}}