{"id":"W4402513351","doi":"10.46747/cfp.7009551","title":"When urine testing to rule out infection does more harm than good","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Harm; Urine; Do no harm; Computer science; Medicine; Data science; Internal medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04660286,0.0004394735,0.001933734,0.001796291,0.003207882,0.005456443,0.001189133,0.007238014,0.003191175],"category_scores_gemma":[0.240231,0.0004696169,0.001027691,0.001263271,0.01116696,0.004820403,0.00262683,0.006230851,0.0009481086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005044806,"about_ca_system_score_gemma":0.01367773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03724267,"about_ca_topic_score_gemma":0.05692258,"domain_scores_codex":[0.9173726,0.0473858,0.008438596,0.002483469,0.02056704,0.003752555],"domain_scores_gemma":[0.7807714,0.1305345,0.02760979,0.007241077,0.04102379,0.01281939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009757657,0.0005559557,0.3617592,0.003053723,0.001127639,0.004194563,0.01062555,0.0008004655,0.001928089,0.03207422,0.2496924,0.3332124],"study_design_scores_gemma":[0.0004313376,0.001434743,0.3278611,0.02261616,0.001065774,0.01070355,0.02906897,0.00199097,0.003930905,0.142874,0.4571792,0.0008432955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04405886,0.02934456,0.006498531,0.8736987,0.007773589,0.0001728249,0.0003445873,0.000124231,0.03798418],"genre_scores_gemma":[0.5581065,0.02091444,0.01274251,0.3976192,0.006244483,0.0001549308,0.0002107467,0.00009707767,0.003910091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04660286,"threshold_uncertainty_score":0.2464624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2289012988360909,"score_gpt":0.4548286331081806,"score_spread":0.2259273342720897,"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."}}