{"id":"W2475155956","doi":"10.1017/cem.2016.84","title":"LO047: Predictors of treatment failure in renal colic patients discharged from the emergency department","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency department; Renal colic; Triage; Intervention (counseling); Emergency medicine; Demographics","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":[0.0002935653,0.0002609728,0.0004419905,0.0005715335,0.0006555345,0.001074871,0.00051582,0.0008950935,0.005346424],"category_scores_gemma":[0.003911742,0.0001997516,0.0006684293,0.0009086615,0.0002870007,0.0005336712,0.0005696233,0.001782908,0.0004603963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767862,"about_ca_system_score_gemma":0.001135764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008254311,"about_ca_topic_score_gemma":0.008999337,"domain_scores_codex":[0.999568,0.00008387364,0.00006118002,0.00004001596,0.00008330256,0.0001635961],"domain_scores_gemma":[0.9972882,0.000708051,0.0009116363,0.00004583303,0.0002651396,0.0007811423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002171244,0.00006261663,0.9977885,0.00001450328,0.00003559125,0.0001876965,0.00003583767,0.00003542347,0.00009008465,0.00002586446,0.0003996766,0.001107111],"study_design_scores_gemma":[0.00002013389,0.0001131335,0.997804,0.00003863148,0.00005206745,0.0005849859,0.0005279384,0.0003942238,0.0000545416,0.00007629902,0.000324746,0.000009319097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965089,0.0005285354,0.00004988065,0.0005544484,0.00003721352,0.00000827178,0.0004716685,0.000005475328,0.001835705],"genre_scores_gemma":[0.9988011,0.0001658204,0.00007055121,0.0001643131,0.00004702777,0.000006787183,0.0004418009,0.000004153332,0.0002984355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008254311,"threshold_uncertainty_score":0.01788557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674536455862393,"score_gpt":0.2921596888032918,"score_spread":0.2554143242446679,"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."}}