{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007676935,0.0004670662,0.0001707527,0.0005475333,0.0002244256,0.0003282139,0.0003159404,0.0005263253,0.002013466],"category_scores_gemma":[0.001746532,0.0002500711,0.0002121409,0.0001639094,0.000493001,0.0005965897,0.0005416377,0.0004434378,0.0003325595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488308,"about_ca_system_score_gemma":0.0003552176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261833,"about_ca_topic_score_gemma":0.001245735,"domain_scores_codex":[0.9996684,0.0001103928,0.00002938823,0.00005780175,0.0000793763,0.00005470535],"domain_scores_gemma":[0.9990078,0.0003802896,0.0001508426,0.0001677543,0.0001698808,0.0001234961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002888879,0.002239804,0.06463324,0.0002320424,0.00006382268,0.01688336,0.001180015,0.0004946094,0.8612461,0.0001358864,0.0001187872,0.04988328],"study_design_scores_gemma":[0.0004946898,0.07080644,0.3861935,0.00009797422,0.0004049514,0.1881939,0.003440065,0.009194562,0.3364141,0.000207254,0.004362438,0.0001901192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956246,0.0003284594,0.003192627,0.00002301101,0.00001084123,0.00008482244,0.00002960903,0.00001888573,0.0006872063],"genre_scores_gemma":[0.9951048,0.0002556448,0.004257169,0.00003599764,0.00001701699,0.0000412822,0.00004085487,0.000006272847,0.0002410314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002013466,"threshold_uncertainty_score":0.006735742,"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."}}