{"id":"W2604951192","doi":"10.1503/cmaj.732862","title":"Response to “When is pus not pus?”","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptomatic; Pyuria; Asymptomatic bacteriuria; Guideline; Medicine; Statement (logic); Family medicine; Bacteriuria; Surgery; Pathology; Internal medicine; Urine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002278676,0.0009389418,0.001145916,0.0006531277,0.003371776,0.002354629,0.001695685,0.03095673,0.02116823],"category_scores_gemma":[0.02662618,0.0005665352,0.001010046,0.0006324527,0.002347599,0.003416995,0.001532783,0.0331158,0.01793513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004188858,"about_ca_system_score_gemma":0.003567101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301822,"about_ca_topic_score_gemma":0.007644167,"domain_scores_codex":[0.9970328,0.0009086392,0.0003233184,0.000395527,0.0008529662,0.0004868855],"domain_scores_gemma":[0.9930889,0.002654071,0.0007196676,0.0001319738,0.002351536,0.001053949],"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":[0.0000186972,0.000006826131,0.0001779815,0.00002060942,0.000002875162,0.000485812,0.00007623634,0.00001035985,0.00002912178,0.0003672465,0.9976358,0.001168352],"study_design_scores_gemma":[0.00008172114,0.00006337243,0.001486123,0.0005278671,0.00002160827,0.004811415,0.001328702,0.0002694576,0.0002429644,0.003051728,0.9880305,0.0000845569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001954096,0.0004357935,0.00006599305,0.9816186,0.01517557,0.00001687615,0.00008735309,0.00005285736,0.002351525],"genre_scores_gemma":[0.00190218,0.0003069112,0.00007464936,0.9829128,0.01054127,0.00003192213,0.00003789014,0.00002288999,0.004169529],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03095673,"threshold_uncertainty_score":0.07081479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727613068154076,"score_gpt":0.274422909435511,"score_spread":0.2571467787539702,"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."}}