{"id":"W2940617966","doi":"10.1097/01.ju.0000557174.12474.11","title":"PD58-06 IMPLEMENTING AND EVALUATING THE EFFICACY OF AN ACUTE CARE UROLOGY MODEL OF CARE IN A LARGE COMMUNITY HOSPITAL","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Renal colic; Acute care; Emergency department; Patient care; Complaint; Chart; General surgery; Family medicine; Nursing; Alternative medicine; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02429125,0.0006386084,0.0005350803,0.0009127141,0.003920522,0.003560433,0.002565623,0.001135047,0.01164129],"category_scores_gemma":[0.04238407,0.000512496,0.001045264,0.001312606,0.001882906,0.002092675,0.00379161,0.002262308,0.001785159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04109721,"about_ca_system_score_gemma":0.1273087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4384418,"about_ca_topic_score_gemma":0.6900708,"domain_scores_codex":[0.9800519,0.007821858,0.001045579,0.0008786258,0.006268061,0.003934056],"domain_scores_gemma":[0.907785,0.008499927,0.006647135,0.004119247,0.03122758,0.04172117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0092046,0.06466942,0.3837755,0.00224747,0.0008552431,0.0003727763,0.004696911,0.005365174,0.003323362,0.002938274,0.1601002,0.3624511],"study_design_scores_gemma":[0.006378387,0.06954853,0.8448783,0.002143282,0.0003672059,0.0001202478,0.009853733,0.005586967,0.002530685,0.0005457381,0.05776087,0.0002860051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822061,0.0006394263,0.002736551,0.02582026,0.0006608806,0.03246823,0.008264267,0.000899277,0.04630508],"genre_scores_gemma":[0.9359639,0.0008336228,0.02841272,0.008256595,0.0003610436,0.01176133,0.0038869,0.0001301289,0.01039386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4384418,"threshold_uncertainty_score":0.8717794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574139827075227,"score_gpt":0.4748389698163956,"score_spread":0.4090975715456433,"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."}}