{"id":"W2041354419","doi":"10.1016/j.otohns.2007.01.006","title":"Nucleus Freedom North American Clinical Trial","year":2007,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Ottawa Hospital","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Audiology; Cochlear implant; Stimulation; QUIET; Consonant; Noise (video); Medicine; Randomized controlled trial; Psychology; Speech recognition; Surgery; Computer science; Internal medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007724794,0.00009757186,0.0002499713,0.000085007,0.0001123339,0.00001634044,0.0002125262,0.00008307305,0.00004254589],"category_scores_gemma":[0.002287662,0.00008325501,0.0001122229,0.0003226564,0.0006849715,0.00006532967,0.0000634052,0.0002926631,0.0002973347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277826,"about_ca_system_score_gemma":0.00004519104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401002,"about_ca_topic_score_gemma":0.0001628757,"domain_scores_codex":[0.9983244,0.0002864341,0.0004552832,0.0004138623,0.0001487197,0.000371315],"domain_scores_gemma":[0.9980968,0.001300408,0.0001289856,0.000298394,0.0000254383,0.000149934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01431106,0.001256066,0.8210866,0.00001861815,0.00001611961,0.0003098249,0.000480923,0.00001890937,0.05314383,0.008921507,0.001414046,0.09902253],"study_design_scores_gemma":[0.00600513,0.001535865,0.9768905,0.000001564929,0.000005442031,0.00001983178,0.00001306222,0.00009436827,0.0005119013,0.00007778841,0.01473299,0.0001115281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937593,0.000003274238,0.0006488167,0.0003472062,0.001358825,0.0003220456,0.000003663476,0.0001009742,0.003455863],"genre_scores_gemma":[0.9967452,0.000009586266,0.001321478,0.001184129,0.0005582659,0.000008756833,0.000001618963,0.00001566943,0.0001552775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.155804,"threshold_uncertainty_score":0.3821735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949185713787086,"score_gpt":0.3615899084411122,"score_spread":0.3020980513032413,"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."}}