{"id":"W2024583825","doi":"10.12968/indn.2009.18.9.76943","title":"Clinical Focus - Renal colic","year":2009,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Etiology; Epidemiology; Renal colic; Focus (optics); Intensive care medicine; General surgery; Pathology; Alternative 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002060716,0.0001638059,0.000342185,0.00007830859,0.00006219308,0.00001860351,0.00009989247,0.0001805666,0.0003043858],"category_scores_gemma":[0.00007929838,0.0001285985,0.0002202491,0.0001151301,0.00005038707,0.00006248071,0.00001175328,0.0002894889,0.0005170595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006599113,"about_ca_system_score_gemma":0.0001198537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161149,"about_ca_topic_score_gemma":0.000002972236,"domain_scores_codex":[0.9985341,0.00004856763,0.0003891741,0.0003278897,0.0003923226,0.0003079289],"domain_scores_gemma":[0.9989888,0.00003063516,0.00008553291,0.0004090824,0.00006128888,0.0004246624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001399076,0.004516864,0.602829,0.0000100522,0.0003172465,0.001618705,0.0002604201,0.000001651047,0.0008201784,0.002518135,0.02682063,0.3588881],"study_design_scores_gemma":[0.005263579,0.001479217,0.9596328,0.00005726325,0.0002345415,0.0003412992,0.00004989336,0.00003992771,0.0006616907,0.001050628,0.03103838,0.0001508467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487463,0.0003109422,0.00005634559,0.006498294,0.0004900353,0.000435949,0.000009780249,0.0001332547,0.04331908],"genre_scores_gemma":[0.9905159,0.00004388065,0.0003874001,0.002746586,0.0004596602,0.000008287754,0.00001810869,0.00001553506,0.005804642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3587372,"threshold_uncertainty_score":0.6645926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512518243911427,"score_gpt":0.3595560192110008,"score_spread":0.3344308367718865,"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."}}