{"id":"W3212766923","doi":"","title":"Quality Improvement Project: IV Pump Corrective Repairs","year":2021,"lang":"en","type":"article","venue":"","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Six Sigma; Medicine; Quality management; Operations management; Quality assurance; Engineering; Medical emergency; Reliability engineering; Management system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02207701,0.001360434,0.0005146735,0.004070192,0.003182549,0.005015177,0.004242286,0.001429782,0.0162006],"category_scores_gemma":[0.03907376,0.0006706416,0.0007308578,0.002891129,0.001738103,0.001477224,0.004007129,0.002816581,0.002720102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02207614,"about_ca_system_score_gemma":0.08759261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1716758,"about_ca_topic_score_gemma":0.1372748,"domain_scores_codex":[0.9748887,0.005104746,0.002124054,0.002217916,0.0118447,0.003819849],"domain_scores_gemma":[0.900202,0.006770784,0.009883229,0.006064286,0.0548251,0.02225459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001558342,0.005353373,0.1645056,0.001431053,0.0002152124,0.0002601272,0.002559001,0.005167154,0.004690109,0.004186586,0.2047634,0.60531],"study_design_scores_gemma":[0.001301074,0.01236219,0.5692648,0.001013115,0.0002875596,0.0006244465,0.005132141,0.006275177,0.0106088,0.0009907774,0.3919519,0.0001880031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5672693,0.006675105,0.09289448,0.08955204,0.00647724,0.02805119,0.03057215,0.01609762,0.162411],"genre_scores_gemma":[0.7492324,0.003236856,0.09247296,0.01212726,0.001137909,0.003683551,0.02554125,0.0007335914,0.1118343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1716758,"threshold_uncertainty_score":0.3413532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1861685354565706,"score_gpt":0.5179440769473839,"score_spread":0.3317755414908133,"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."}}