{"id":"W2923615133","doi":"10.12927/hcq.2019.25746","title":"Accreditation: A Quality Improvement Strategy for the Community-Based Family Practice","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Accreditation; Best practice; Quality management; Quality (philosophy); Medical education; Nursing; Community practice; Medicine; Business; Family medicine; Political science; Marketing; Pharmacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01566326,0.0002908086,0.0001420915,0.001660547,0.005540827,0.003393392,0.001779126,0.001451432,0.004018011],"category_scores_gemma":[0.0160132,0.000268196,0.0002522113,0.00180399,0.001928167,0.001450833,0.003374356,0.00177554,0.0005273696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02157868,"about_ca_system_score_gemma":0.1779828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4497069,"about_ca_topic_score_gemma":0.6491435,"domain_scores_codex":[0.9926642,0.002161339,0.0002769486,0.0003888166,0.003173819,0.00133485],"domain_scores_gemma":[0.9800605,0.001691203,0.001283208,0.000955933,0.006556537,0.009452688],"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":[0.00009680841,0.0009698182,0.09058236,0.0003112483,0.00002308095,0.0004297804,0.008189399,0.0008557489,0.00274267,0.01198983,0.09062198,0.7931873],"study_design_scores_gemma":[0.0002083029,0.00119366,0.5998993,0.0009975671,0.00004227501,0.0005330881,0.0157951,0.003102422,0.00165498,0.003254201,0.3732002,0.0001187558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5865099,0.00721383,0.05858717,0.2107469,0.001919802,0.007818242,0.000718939,0.003672028,0.1228132],"genre_scores_gemma":[0.8665028,0.001513041,0.09305071,0.007812839,0.0001860856,0.0008798908,0.0006530219,0.0001222836,0.02927945],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4497069,"threshold_uncertainty_score":0.8941786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677935697928001,"score_gpt":0.510883014226548,"score_spread":0.3430894444337479,"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."}}