{"id":"W2899703247","doi":"10.5489/cuaj.5532","title":"A new model for delivering care for lower urinary tract symptoms","year":2018,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency department; Lower urinary tract symptoms; Integrated care; Medical record; Health care; Emergency medicine; Multidisciplinary approach; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005127111,0.0005290822,0.0002856554,0.001185588,0.001833302,0.003349462,0.002111312,0.0009153638,0.004524861],"category_scores_gemma":[0.005172977,0.0003491707,0.0007964893,0.001499002,0.00207852,0.001750918,0.003991965,0.00194229,0.0007061686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419459,"about_ca_system_score_gemma":0.0416819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1272441,"about_ca_topic_score_gemma":0.1669982,"domain_scores_codex":[0.9946349,0.001968976,0.0002090806,0.0005024046,0.002021185,0.0006635715],"domain_scores_gemma":[0.9958448,0.0005916993,0.0005952659,0.0003493082,0.0009077317,0.001711303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000640197,0.004854968,0.1595233,0.002042972,0.0004302287,0.001066518,0.01184627,0.008521231,0.005255789,0.06988817,0.06074197,0.6751883],"study_design_scores_gemma":[0.001743912,0.01237832,0.3816659,0.003004939,0.00076761,0.004873828,0.0155744,0.03955241,0.003393657,0.04630502,0.4903443,0.00039572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.569948,0.009898402,0.1627885,0.1416438,0.00305657,0.006016038,0.001685706,0.002203857,0.1027592],"genre_scores_gemma":[0.8169314,0.004060847,0.1567454,0.008734792,0.0004421194,0.001316369,0.0007646022,0.00008497464,0.01091951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272441,"threshold_uncertainty_score":0.2530069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807979994681861,"score_gpt":0.258333516315098,"score_spread":0.2402537163682794,"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."}}