{"id":"W4241822222","doi":"10.1017/ice.2015.297","title":"Catheter Matters","year":2016,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Catheter; Medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001039065,0.0006226894,0.0006954753,0.0005348733,0.003017971,0.003545075,0.001049716,0.009232166,0.3302428],"category_scores_gemma":[0.0192414,0.0002998744,0.0005581266,0.0005378979,0.001156827,0.002094573,0.001170564,0.006730798,0.1360308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987432,"about_ca_system_score_gemma":0.003373161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715707,"about_ca_topic_score_gemma":0.007109723,"domain_scores_codex":[0.998466,0.0002916513,0.0001194791,0.0002956543,0.0005425912,0.0002845835],"domain_scores_gemma":[0.9944153,0.00100645,0.0003797807,0.0004450356,0.001864048,0.001889345],"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":[0.00001165144,0.00001618169,0.0003040902,0.00004077472,0.000003058378,0.0005155322,0.00003754807,0.00001217259,0.00005874074,0.001300568,0.9806708,0.01702894],"study_design_scores_gemma":[0.000006290455,0.00001073241,0.0003364409,0.00009946778,0.000002411485,0.001257007,0.00007916532,0.00002870905,0.00004591373,0.0007941657,0.9973347,0.000005039337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009682089,0.006899725,0.0004034937,0.6753348,0.06189868,0.00005359131,0.0004804372,0.0004584132,0.2535026],"genre_scores_gemma":[0.02092513,0.009702587,0.0003939265,0.3192146,0.05565481,0.00005069202,0.0005339538,0.000325293,0.593199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3302428,"threshold_uncertainty_score":0.9553273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912122986601298,"score_gpt":0.2860965321197805,"score_spread":0.2669753022537675,"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."}}