{"id":"W1999843614","doi":"10.5489/cuaj.10059","title":"Patients with microscopic and gross hematuria: practice and referral patterns among primary care physicians in a universal health care system","year":2011,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Urinalysis; Medicine; Microscopic hematuria; Referral; Gross hematuria; Family medicine; Respondent; Health care; General surgery; Urinary system; Surgery; Internal medicine; Proteinuria","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":[0.000466948,0.0001298962,0.0002174472,0.0007834597,0.000876777,0.0008002696,0.0004343737,0.0006728249,0.002785099],"category_scores_gemma":[0.002945332,0.0002808454,0.0001438358,0.001600041,0.0005331635,0.0004486364,0.000527625,0.0003917769,0.0002282754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003043415,"about_ca_system_score_gemma":0.002619542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.358485,"about_ca_topic_score_gemma":0.45707,"domain_scores_codex":[0.9991042,0.0002002131,0.00007146732,0.0001579619,0.000219772,0.0002464227],"domain_scores_gemma":[0.9963018,0.0005842548,0.001263262,0.0000621731,0.0005519403,0.001236678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001900231,0.00004040013,0.9967007,0.00001748481,0.000008346934,0.0001363506,0.001016291,0.0000182185,0.0001361602,0.00001103645,0.000358117,0.001537913],"study_design_scores_gemma":[0.000004846911,0.00004651399,0.9983346,0.0000183412,0.000003333982,0.0001517553,0.001188912,0.00009389097,0.0000129554,0.000004764954,0.0001373269,0.000002727721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985673,0.0002453405,0.00003020346,0.0003538039,0.000003904604,0.00001885849,0.0002597249,0.000006541644,0.0005141696],"genre_scores_gemma":[0.9994941,0.00009941076,0.00004312632,0.0001672449,0.00000505714,0.000007063892,0.0000850174,0.00000102269,0.0000980679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.358485,"threshold_uncertainty_score":0.7127969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007449665041667023,"score_gpt":0.2072136812562283,"score_spread":0.1997640162145613,"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."}}