{"id":"W4388946045","doi":"10.1007/s44250-023-00057-3","title":"Public health quality frameworks: a scoping review","year":2023,"lang":"en","type":"review","venue":"Discover Health Systems","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Public Health Ontario","funders":"","keywords":"Grey literature; Thematic analysis; Public health; Workforce; Public relations; Health care; Quality (philosophy); Inclusion (mineral); Equity (law); Political science; Medicine; MEDLINE; Sociology; Nursing; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.09052686,0.002682154,0.00586419,0.0559672,0.003703268,0.01441788,0.005978069,0.005249957,0.005494387],"category_scores_gemma":[0.2231833,0.002240298,0.006387125,0.06420358,0.005566815,0.01135566,0.009775753,0.005657319,0.0008135918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04739553,"about_ca_system_score_gemma":0.134872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06657866,"about_ca_topic_score_gemma":0.07029903,"domain_scores_codex":[0.9358158,0.02651829,0.01653755,0.002676992,0.01624787,0.002203515],"domain_scores_gemma":[0.793541,0.1413252,0.01955427,0.004026028,0.03971387,0.001839686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007971049,0.00006499021,0.001101489,0.5590265,0.001108216,0.0001939058,0.003189021,0.001902402,0.0001218457,0.03797882,0.03042453,0.3648086],"study_design_scores_gemma":[0.00002344225,0.00002489826,0.0008779746,0.9047292,0.0009859813,0.00009223085,0.001522468,0.0002023364,0.00007643997,0.005467799,0.08596437,0.00003281089],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003155123,0.987623,0.001541319,0.005626814,0.0005402911,0.0005827188,0.000381367,0.00003693265,0.003352192],"genre_scores_gemma":[0.009619932,0.9820715,0.004189355,0.001757832,0.0002573207,0.001371514,0.0004867341,0.00002113303,0.0002248176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09052686,"threshold_uncertainty_score":0.4787576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6678671909036168,"score_gpt":0.6647293474545912,"score_spread":0.003137843449025568,"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."}}