{"id":"W4386989340","doi":"10.1093/pch/pxad055.036","title":"36 Quality Improvement Integrated Kangaroo Mother Care (QIiKMC)-Development with Evidence-based Practice for Improving Quality (EPIQ) to Improve Learning and Implementation","year":2023,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Referral; Health care; Medicine; Tanzania; Quality (philosophy); Nursing; Quality management; Government (linguistics); Medical education; Operations management","routes":{"ca_aff":false,"ca_fund":true,"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":[0.02966253,0.0007579824,0.000796498,0.00148732,0.0006313996,0.001664626,0.001738057,0.0007386453,0.004462934],"category_scores_gemma":[0.04740843,0.0004531349,0.001740337,0.001189537,0.0005292812,0.0009599215,0.003301459,0.001608412,0.0008448037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358977,"about_ca_system_score_gemma":0.02147935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794701,"about_ca_topic_score_gemma":0.00707111,"domain_scores_codex":[0.9730108,0.01645766,0.003400167,0.0008682188,0.005323646,0.0009394849],"domain_scores_gemma":[0.9756468,0.007915654,0.003952803,0.001345901,0.00757592,0.003562967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004048839,0.001549974,0.01470307,0.01026306,0.0003153237,0.0001416881,0.001762568,0.002260773,0.001336543,0.002716782,0.02799568,0.9365497],"study_design_scores_gemma":[0.007360304,0.01573746,0.2899554,0.1465336,0.003383833,0.00172055,0.005035832,0.02525236,0.01873768,0.01391582,0.4719799,0.0003872403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3135156,0.07610815,0.2641422,0.1190113,0.00608379,0.08444133,0.009219123,0.007824132,0.1196544],"genre_scores_gemma":[0.3129109,0.0164359,0.6426134,0.004386599,0.000166237,0.01645509,0.001797109,0.000192881,0.005041898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966253,"threshold_uncertainty_score":0.1568723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219257044968692,"score_gpt":0.3798611877105009,"score_spread":0.347668617260814,"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."}}