{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009567715,0.0001446607,0.0002759423,0.0001766271,0.000053853,0.000008936778,0.0000832041,0.0000971238,0.0006080768],"category_scores_gemma":[0.0001072222,0.0001106831,0.000132735,0.0003755832,0.00004916676,0.00004630216,0.00002633288,0.0001345683,0.0003180368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002313068,"about_ca_system_score_gemma":0.00004416896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104739,"about_ca_topic_score_gemma":0.000007266929,"domain_scores_codex":[0.9990841,0.00001776184,0.0002054702,0.0002205664,0.0002351783,0.0002369306],"domain_scores_gemma":[0.999286,0.00018567,0.00006694163,0.000302417,0.00004078648,0.000118178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003603849,0.0002127505,0.9742406,0.00003374125,0.0001642296,0.00002542174,0.0002766343,0.000006281781,0.00006604279,0.00004941268,0.02225056,0.002638297],"study_design_scores_gemma":[0.001123126,0.0002862622,0.9908469,0.00001937596,0.0003713566,0.00003408875,0.00002424024,0.000001665629,0.00607511,0.0001182783,0.0009998486,0.00009977142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959685,0.001147348,0.000003095989,0.0004051163,0.0000911595,0.0003299428,0.00008830684,0.0001366209,0.001829936],"genre_scores_gemma":[0.9965431,0.001598716,0.0001929049,0.0002072992,0.0004443074,0.00003956725,0.0004309873,0.00002742106,0.0005156671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125072,"threshold_uncertainty_score":0.6658015,"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."}}