{"id":"W4291713337","doi":"10.1097/mao.0000000000003635","title":"Transtympanic Visualization of Cochlear Implant Placement With Optical Coherence Tomography: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Dalhousie University","funders":"","keywords":"Medicine; Optical coherence tomography; Cochlear implant; Tomography; Visualization; Cochlear implantation; Audiology; Medical physics; Radiology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529434,0.0001694733,0.0005792977,0.0002412613,0.0001179758,0.000002702756,0.0001323153,0.00004397736,0.0009111653],"category_scores_gemma":[0.00004587417,0.0001485913,0.00005275121,0.0003807275,0.0002712963,0.00002547361,0.00006831071,0.0003343473,0.000009144527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892866,"about_ca_system_score_gemma":0.0001593391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004391265,"about_ca_topic_score_gemma":0.00007949383,"domain_scores_codex":[0.9981441,0.0004573317,0.0003801365,0.0004014093,0.0002805348,0.0003364103],"domain_scores_gemma":[0.9991416,0.0002417036,0.0001372524,0.0003038614,0.00006238191,0.0001132231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006774816,0.004392695,0.9668297,0.00007876717,0.0002279804,0.003177143,0.0006207948,0.0000603925,0.01417185,0.002827114,0.0003964976,0.0004422805],"study_design_scores_gemma":[0.01077934,0.1412407,0.8244209,0.0000452371,0.0006416637,0.01251687,0.001555054,0.000230181,0.005350856,0.00005776234,0.002755958,0.0004054926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961953,0.00005271367,0.0002697044,0.0003098432,0.000376061,0.001783617,0.00001068156,0.00006270068,0.0009393562],"genre_scores_gemma":[0.9984847,0.000007936512,0.0001042158,0.0007177394,0.00002091078,0.0005101318,0.0000366209,0.00002575914,0.00009195499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1424088,"threshold_uncertainty_score":0.9976621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542430406868789,"score_gpt":0.2876599098430345,"score_spread":0.2622356057743466,"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."}}