{"id":"W2145158419","doi":"10.3174/ajnr.a1558","title":"CT Grading of Otosclerosis","year":2009,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Otosclerosis; Medicine; Grading (engineering); Radiology; Audiology","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":[0.003597472,0.0004973846,0.0004516569,0.004503268,0.0002660007,0.0007875368,0.0007177774,0.0004251982,0.001806297],"category_scores_gemma":[0.01370307,0.0001566292,0.0002926747,0.001825459,0.0005794532,0.0005638997,0.0004914093,0.000317652,0.0005557347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967473,"about_ca_system_score_gemma":0.0006221813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310547,"about_ca_topic_score_gemma":0.002635406,"domain_scores_codex":[0.99694,0.0008122315,0.0007236859,0.0003248497,0.0010818,0.0001174274],"domain_scores_gemma":[0.9863089,0.002122771,0.00373721,0.0009149034,0.006513656,0.0004025941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009398086,0.00004874852,0.8600578,0.0005958295,0.0001700918,0.001292279,0.000419937,0.001012896,0.01594807,0.0001793037,0.004190667,0.1151446],"study_design_scores_gemma":[0.00006309371,0.0004705895,0.9574924,0.0003356149,0.0001968679,0.01858798,0.0003524552,0.002978126,0.0120045,0.0002822811,0.007168906,0.00006717289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960161,0.006714753,0.01875541,0.0004126378,0.000192906,0.0004960447,0.001586533,0.0003745222,0.01130615],"genre_scores_gemma":[0.9848684,0.0009390364,0.01217117,0.0001060965,0.00009497325,0.0001004826,0.000931396,0.00004420872,0.0007442713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004503268,"threshold_uncertainty_score":0.01902544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446789083138482,"score_gpt":0.2697008162806919,"score_spread":0.255232925449307,"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."}}