{"id":"W4386116676","doi":"10.1001/jamaoto.2023.2217","title":"Socioeconomic Status Among Cochlear Implant Candidates and Association With Surgical Pursuance","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Ottawa; Dalhousie University","funders":"","keywords":"Candidacy; Cochlear implant; Medicine; Odds ratio; Socioeconomic status; Audiology; Implant; Hearing loss; Demography; Surgery; Population; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579539,0.0001787643,0.000168356,0.0006743836,0.0003970106,0.0004544116,0.0002853108,0.0003142105,0.002784053],"category_scores_gemma":[0.004358972,0.0001156924,0.000273705,0.0006496178,0.0002867573,0.0002948399,0.0004503255,0.0004221667,0.0002084498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861115,"about_ca_system_score_gemma":0.000329873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920917,"about_ca_topic_score_gemma":0.006719523,"domain_scores_codex":[0.9996192,0.00007792832,0.00004684575,0.0000448292,0.0001068508,0.0001042312],"domain_scores_gemma":[0.9983449,0.0002284197,0.000806715,0.00004945757,0.0001512356,0.0004192883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000240089,0.00001011625,0.9991992,0.000003227155,0.00001288138,0.00005620253,0.00002560818,0.00001179283,0.00002916044,0.00001267718,0.00006302218,0.0005520189],"study_design_scores_gemma":[0.000002309335,0.00004162688,0.9992936,0.000009847746,0.000009172126,0.0002135209,0.0001601785,0.0001337144,0.00001427333,0.00002401458,0.00009514712,0.000002522828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987863,0.0002654354,0.00003840959,0.0001571058,0.00001050677,0.000004319674,0.0001764699,0.000001559844,0.0005599229],"genre_scores_gemma":[0.999725,0.00008511834,0.00001466943,0.00001484894,0.000008374242,0.000002198852,0.00008689977,6.67746e-7,0.00006222678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005920917,"threshold_uncertainty_score":0.01177293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598588749110343,"score_gpt":0.2576885815522113,"score_spread":0.2417026940611079,"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."}}