{"id":"W4388818907","doi":"10.1136/bmj.p2660","title":"Time to de-implement urine dipsticks in older adults","year":2023,"lang":"en","type":"letter","venue":"BMJ","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Computer science; Urine; Data science; Medicine; 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":[0.003300543,0.0005964641,0.0009422968,0.0013631,0.007128404,0.003883585,0.00150757,0.05480037,0.02873803],"category_scores_gemma":[0.04513323,0.00103859,0.001337584,0.0009082149,0.001844876,0.003870461,0.003231732,0.0314349,0.01102635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006118798,"about_ca_system_score_gemma":0.01500419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03746162,"about_ca_topic_score_gemma":0.05568301,"domain_scores_codex":[0.9949692,0.001293675,0.001028086,0.0002968203,0.001201705,0.001210505],"domain_scores_gemma":[0.9755722,0.006546609,0.002430235,0.0005955229,0.004185887,0.01066945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006240264,0.000159303,0.005188025,0.0001430796,0.00001817524,0.005097125,0.0005436969,0.00007493824,0.0003386697,0.0008660853,0.9676917,0.01981689],"study_design_scores_gemma":[0.0004266063,0.0004104482,0.02737775,0.002777973,0.00009290242,0.01005974,0.004839391,0.0008979826,0.0003393983,0.00703707,0.9455696,0.0001710315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001496926,0.0006077391,0.00009845029,0.9833687,0.007885381,0.00003751996,0.00005739916,0.0000497878,0.006398117],"genre_scores_gemma":[0.008742469,0.0009931104,0.0004550439,0.9573865,0.02125714,0.00009022522,0.00005204157,0.00004600393,0.01097751],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05480037,"threshold_uncertainty_score":0.09613824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929582996041937,"score_gpt":0.3165696208928071,"score_spread":0.2972737909323877,"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."}}