{"id":"W2502313205","doi":"10.1136/bmjquality.u215456.w4946","title":"Reducing CBC Clotting Rates in the Neonatal Patient Care Areas","year":2016,"lang":"en","type":"article","venue":"BMJ Quality Improvement Reports","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Intensive care medicine; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003225622,0.0001796793,0.0002578016,0.00008019279,0.0004970093,0.000003183766,0.0001549267,0.0001362382,0.0001719294],"category_scores_gemma":[0.002575177,0.0000997096,0.00008585444,0.0001831625,0.0000686274,0.0001746397,0.0001332099,0.0003265342,0.0000418249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637525,"about_ca_system_score_gemma":0.00073482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489196,"about_ca_topic_score_gemma":0.0005290275,"domain_scores_codex":[0.9954608,0.0008786176,0.001938152,0.0004516801,0.0007147031,0.0005560393],"domain_scores_gemma":[0.9966128,0.0007104257,0.001520141,0.0008306263,0.0002034202,0.0001226089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009788018,0.0001725375,0.6192129,0.0005197853,0.00003105349,0.0001558914,0.106318,0.00001318642,0.004215559,0.0007840164,0.00285349,0.2656257],"study_design_scores_gemma":[0.002557346,0.0006555301,0.4487092,0.002959558,0.00004848924,0.00004508773,0.3567428,0.0000153357,0.005538547,0.001812387,0.1800981,0.0008176095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824014,0.0001067417,0.0006988435,0.008937628,0.001386119,0.002713586,0.00002033002,0.00007716832,0.003658124],"genre_scores_gemma":[0.9955967,0.00001261901,0.0001188795,0.002523832,0.0002222674,0.0009472009,0.00006873069,0.00001558691,0.0004941509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648081,"threshold_uncertainty_score":0.406604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08734967380186712,"score_gpt":0.4667148406677136,"score_spread":0.3793651668658465,"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."}}