{"id":"W4411492250","doi":"10.1002/lary.32372","title":"Cochlear Implant Electrode Deactivation Produces Higher Individual but Lower Average Outcome Scores","year":2025,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority; Health Sciences Centre","funders":"","keywords":"Cochlear implant; Cohort; Audiology; Medicine; Loudness; Demographics; Electrode; Implant; Hearing loss; Internal medicine; Surgery; Chemistry; Demography","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":[0.00137623,0.0002741179,0.0004307806,0.001089109,0.0001877964,0.000580734,0.0002184217,0.000294382,0.001808016],"category_scores_gemma":[0.004121623,0.00009694516,0.0004511487,0.0006302176,0.0002889727,0.0003679533,0.0004911588,0.0002631221,0.0004530913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575164,"about_ca_system_score_gemma":0.0001323649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004324878,"about_ca_topic_score_gemma":0.0006223672,"domain_scores_codex":[0.9992673,0.00008098982,0.0001477477,0.0001367442,0.0003015408,0.00006575321],"domain_scores_gemma":[0.9953583,0.001044947,0.002647423,0.0002246251,0.0005258534,0.0001988144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692354,0.00003050079,0.9790588,0.00006293199,0.0001653102,0.0002703015,0.0001169797,0.0001134723,0.005037638,0.00002106639,0.00009105244,0.01466276],"study_design_scores_gemma":[0.000003429108,0.0003221714,0.9973081,0.0000110491,0.00008181848,0.0009913131,0.0001028674,0.0000645998,0.0009403411,0.00002373413,0.0001464175,0.000004219065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984535,0.0004490123,0.0002575815,0.00001824997,0.000007059271,0.000008182652,0.0001961626,0.00001097651,0.0005992742],"genre_scores_gemma":[0.9991866,0.0001922407,0.00017441,0.00001257914,0.000007543891,0.000005910244,0.0002576819,0.000004607971,0.0001583605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808016,"threshold_uncertainty_score":0.007278264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556360402770015,"score_gpt":0.3041150789786318,"score_spread":0.2685514749509316,"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."}}