{"id":"W2109756564","doi":"10.1016/j.jemermed.2004.04.009","title":"Impact of CT scan in patients with first episode of suspected nephrolithiasis","year":2004,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Manitoba","funders":"","keywords":"Medicine; Medical diagnosis; Computed tomography; Radiology; Observational study; Emergency department; Prospective cohort study; Surgery; Internal medicine","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":[0.0005166853,0.0004928192,0.0008459525,0.001250925,0.001063257,0.00137362,0.0005534672,0.00189597,0.006612072],"category_scores_gemma":[0.01576089,0.0003578815,0.000940554,0.0008595408,0.0004769985,0.001031115,0.0006226746,0.002312291,0.0003868098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271942,"about_ca_system_score_gemma":0.001939415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01371154,"about_ca_topic_score_gemma":0.01418852,"domain_scores_codex":[0.999319,0.000211139,0.00006917076,0.00005528408,0.0001444311,0.0002010523],"domain_scores_gemma":[0.9946756,0.002719745,0.000727767,0.00008398723,0.0006313209,0.00116147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00137618,0.0002674889,0.96666,0.0001025428,0.00009748976,0.01776839,0.0001402351,0.0002998054,0.0003308687,0.00009381089,0.002017565,0.01084562],"study_design_scores_gemma":[0.0001281442,0.0009852246,0.9576952,0.0004552405,0.0003774883,0.03467935,0.001779025,0.001270259,0.0003897241,0.0002699661,0.001928585,0.00004173391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659416,0.009374958,0.0001269827,0.009066002,0.0002853555,0.0000373633,0.0004224089,0.00001961265,0.01472572],"genre_scores_gemma":[0.9962156,0.002046648,0.0001683388,0.0006556982,0.0003663039,0.00000645567,0.0002353305,0.000006378926,0.0002993009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371154,"threshold_uncertainty_score":0.02726346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759240459042565,"score_gpt":0.3117264692607649,"score_spread":0.2941340646703393,"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."}}