{"id":"W2312886154","doi":"10.1097/ccm.0000000000000095","title":"Quality Improvement Processes","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; Dalhousie University; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Quality management; Intensive care medicine; Quality (philosophy); Medical emergency; Operations management; Epistemology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0125408,0.0005175632,0.0003788392,0.0009213133,0.007125735,0.005961546,0.00183341,0.01093292,0.06425662],"category_scores_gemma":[0.07193638,0.0005305249,0.0005959191,0.0008952611,0.003314129,0.003505891,0.003554949,0.01615139,0.01375162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108553,"about_ca_system_score_gemma":0.03049158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131562,"about_ca_topic_score_gemma":0.04084877,"domain_scores_codex":[0.9750274,0.007020575,0.001690823,0.00256865,0.01096216,0.002730506],"domain_scores_gemma":[0.9222462,0.02005,0.003562316,0.003688161,0.03439394,0.01605951],"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":[0.00002140886,0.00005363081,0.001397542,0.00006104922,0.00000591471,0.0003059202,0.000358225,0.00009062918,0.0002681868,0.01191429,0.931307,0.0542162],"study_design_scores_gemma":[0.00003294286,0.00003363386,0.002147156,0.0002529002,0.000004034198,0.0002795701,0.0003396725,0.0003096673,0.0002373149,0.004298883,0.9920506,0.00001367037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0008555102,0.00146055,0.002202298,0.9100683,0.005931592,0.0001013582,0.00005898963,0.0001677893,0.07915363],"genre_scores_gemma":[0.060978,0.003453677,0.008578569,0.6552831,0.01134708,0.0003815718,0.0002730341,0.0002193505,0.2594856],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06425662,"threshold_uncertainty_score":0.2149597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519033095265223,"score_gpt":0.5074866620754841,"score_spread":0.3555833525489618,"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."}}