{"id":"W4388040555","doi":"10.3390/children10111766","title":"2D vs. 3D Ultrasound Diagnosis of Pediatric Supracondylar Fractures","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Medicine; Gold standard (test); Radiography; Ultrasound; Radiology; Elbow; Medical diagnosis","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":[0.01178054,0.0005695231,0.0007363745,0.002368388,0.0002236813,0.001057974,0.0007098081,0.0008696222,0.0006059423],"category_scores_gemma":[0.05015153,0.0006041022,0.0008360883,0.0008923882,0.0007890306,0.001258964,0.00132199,0.0005019445,0.0003366709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004192636,"about_ca_system_score_gemma":0.0004146099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163972,"about_ca_topic_score_gemma":0.002524551,"domain_scores_codex":[0.9835287,0.007140486,0.002822205,0.001856461,0.004118592,0.0005335016],"domain_scores_gemma":[0.9534194,0.02546403,0.007109306,0.003852013,0.009580138,0.0005751532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009812701,0.00005601355,0.9396713,0.0002609777,0.0001922115,0.000521206,0.0009636621,0.0009636556,0.01208635,0.0001213822,0.000173815,0.04400813],"study_design_scores_gemma":[0.00008380251,0.001840888,0.9494142,0.0001951898,0.000439435,0.007417446,0.001297369,0.01142336,0.02596674,0.0003429311,0.001476227,0.0001024312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872931,0.001789407,0.009576146,0.00005840069,0.00005036884,0.00006480174,0.0001043733,0.00005775802,0.001005736],"genre_scores_gemma":[0.9886519,0.0004589406,0.01044584,0.0000642415,0.00003745062,0.00004379799,0.0001282472,0.00001712088,0.0001524272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178054,"threshold_uncertainty_score":0.06230223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318600435058886,"score_gpt":0.2758454210901468,"score_spread":0.2626594167395579,"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."}}