{"id":"W2943827452","doi":"10.1007/s40746-019-00155-6","title":"Accelerating Improvement in Children’s Healthcare Through Quality Improvement Collaboratives: a Synthesis of Recent Efforts","year":2019,"lang":"en","type":"article","venue":"Current Treatment Options in Pediatrics","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of General Medical Sciences; National Cancer Institute; Children's Hospital Association","keywords":"Quality management; Health care; Quality (philosophy); Psychology; Business; Political science; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.08167546,0.001077357,0.002252112,0.009929858,0.002837736,0.0140279,0.002448504,0.004347419,0.005853656],"category_scores_gemma":[0.1312432,0.0007704168,0.002175922,0.01755681,0.002781841,0.01104066,0.006536199,0.007827435,0.0003812612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01785536,"about_ca_system_score_gemma":0.07501048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02211235,"about_ca_topic_score_gemma":0.07221819,"domain_scores_codex":[0.9729646,0.01108717,0.004669559,0.002309795,0.006805205,0.002163623],"domain_scores_gemma":[0.7489244,0.1969597,0.01496668,0.004049718,0.02682445,0.00827508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003148128,0.0004763111,0.01369594,0.07408861,0.00168971,0.00009085616,0.009850824,0.001231401,0.0003292119,0.04528405,0.04245327,0.810495],"study_design_scores_gemma":[0.0003473021,0.0007481094,0.06117499,0.3259364,0.003997475,0.000217587,0.02624778,0.001698891,0.001451149,0.03139652,0.546571,0.0002128473],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006169419,0.7998859,0.003004685,0.1792312,0.002545133,0.0002297055,0.0005959297,0.00006947944,0.008268426],"genre_scores_gemma":[0.1080786,0.8379735,0.01992359,0.02965068,0.002493504,0.0006374457,0.0006360048,0.00005903807,0.0005476548],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08167546,"threshold_uncertainty_score":0.4319463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3899462913371999,"score_gpt":0.5973281544896584,"score_spread":0.2073818631524584,"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."}}