{"id":"W2474830657","doi":"10.1017/cem.2016.155","title":"MP014: What ultrasonography characteristics predict surgical intervention for children with testicular torsion?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Ultrasound; Testicular torsion; Emergency department; Retrospective cohort study; Radiology; Surgery","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":[0.0008940609,0.0003689938,0.000433977,0.001325867,0.0004884569,0.00112855,0.0009601626,0.001271128,0.005843309],"category_scores_gemma":[0.01460998,0.0002762746,0.0007762178,0.001768292,0.0005296738,0.001275811,0.0006552038,0.001274689,0.0008088821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009340036,"about_ca_system_score_gemma":0.002498551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739404,"about_ca_topic_score_gemma":0.02284038,"domain_scores_codex":[0.9994122,0.0001229285,0.00007438837,0.00007085608,0.0001460972,0.0001737002],"domain_scores_gemma":[0.9944581,0.00201784,0.00179045,0.0001207778,0.0006071685,0.001005647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007746174,0.00001417384,0.9957249,0.00002152693,0.00002709552,0.0001103387,0.00004396933,0.00004279933,0.0000412828,0.00003421861,0.0006463496,0.00321589],"study_design_scores_gemma":[0.00001853267,0.00008794499,0.9965095,0.0001343479,0.00008503387,0.0008185446,0.0007094362,0.0004341598,0.00009295861,0.0001893262,0.0009070141,0.00001322075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885114,0.002265839,0.0002604552,0.003427066,0.0001173183,0.0000226404,0.001587039,0.00001768599,0.003790415],"genre_scores_gemma":[0.9971559,0.0006123069,0.0004000261,0.0002715529,0.0001605257,0.00001646378,0.001074553,0.00001431267,0.0002944077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739404,"threshold_uncertainty_score":0.0345856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714622550654455,"score_gpt":0.2996028628478756,"score_spread":0.2724566373413311,"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."}}