{"id":"W3217728059","doi":"10.3390/ijerph182312681","title":"An Implementation Science Laboratory as One Approach to Whole System Improvement: A Canadian Healthcare Perspective","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; University of Alberta; Faculty of Nursing, University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute; University of Lethbridge; Alberta Innovates; University of Calgary; Athabasca University; Alberta Health Services","keywords":"Health care; Computer science; Quality management; Perspective (graphical); Psychological intervention; Best practice; Knowledge management; Process management; Engineering management; Component (thermodynamics); Medical education; Medicine; Engineering; Nursing; Operations management; Management system; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08698569,0.001130488,0.001186318,0.009169921,0.01742545,0.0253314,0.005903878,0.00592893,0.006151461],"category_scores_gemma":[0.1101119,0.0008985102,0.001030812,0.01154571,0.03302852,0.01020342,0.01188093,0.01193916,0.0005173972],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2124855,"about_ca_system_score_gemma":0.5865648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9127412,"about_ca_topic_score_gemma":0.9376697,"domain_scores_codex":[0.8788911,0.06618883,0.005145513,0.004921647,0.0310671,0.0137858],"domain_scores_gemma":[0.8334571,0.05242357,0.009610387,0.008912487,0.0644997,0.03109675],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001264032,0.0004967365,0.02523426,0.002503899,0.0001498655,0.0007277522,0.0425979,0.004391137,0.001080861,0.6484465,0.06118611,0.2130586],"study_design_scores_gemma":[0.0001833234,0.0007760591,0.05925542,0.007214283,0.000250061,0.0006974058,0.09426424,0.009094954,0.002324158,0.1590168,0.6663372,0.000586189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02375626,0.0209488,0.04401966,0.7910359,0.001899782,0.001398795,0.0003429316,0.0003984824,0.1161994],"genre_scores_gemma":[0.730599,0.0253585,0.1373491,0.08370201,0.001005518,0.0009719724,0.0004002071,0.0002356619,0.02037802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9130143,"threshold_uncertainty_score":0.9134052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4199861983172568,"score_gpt":0.6477921685141674,"score_spread":0.2278059701969107,"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."}}