{"id":"W3026859167","doi":"","title":"Advanced Phenotyping of Otosclerosis in an Ontario Population and Two Large Newfoundland Families","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Otosclerosis; Population; Geography; Genealogy; Medicine; History; Surgery; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218211,0.0007909608,0.0003629164,0.001683293,0.002962219,0.0007720782,0.0007220278,0.0003935113,0.001825503],"category_scores_gemma":[0.0016583,0.0003765891,0.0003694505,0.001983901,0.0009812373,0.0002081947,0.001141722,0.000360365,0.0002251833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001438,"about_ca_system_score_gemma":0.006196187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142813,"about_ca_topic_score_gemma":0.9603335,"domain_scores_codex":[0.999156,0.0000704197,0.000042573,0.0002111867,0.0002930949,0.000226712],"domain_scores_gemma":[0.9986408,0.000150751,0.000262203,0.0001057674,0.0004312945,0.0004090765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000285461,0.0001301614,0.9524306,0.00004103883,0.00006527711,0.0137065,0.01191221,0.0001457567,0.00936889,0.0002461241,0.001384409,0.01028363],"study_design_scores_gemma":[0.00001182619,0.00005083236,0.9946271,0.00001305653,0.00002074423,0.00211483,0.001581339,0.000139618,0.0001517481,0.00001714013,0.001258482,0.00001329739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976363,0.00007475014,0.0001148807,0.00008659681,0.000003493524,0.00004989934,0.0004216966,0.00000624713,0.001606085],"genre_scores_gemma":[0.9969302,0.0002121282,0.0004357994,0.00008873139,0.000007055401,0.00005306899,0.0006964995,0.00001085429,0.001565779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08571869,"threshold_uncertainty_score":0.172447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09379469144370743,"score_gpt":0.315048686579625,"score_spread":0.2212539951359176,"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."}}