{"id":"W7057023449","doi":"","title":"The Governance, Policy, Process, and Capacity of Health Workforce Regulation and Accreditation: Qualitative Policy Analysis and Evidence from Palestine","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Health policy; Health care; International health; Global health; Workforce; Palestine; Community health","routes":{"ca_aff":false,"ca_fund":false,"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":[0.09725149,0.0004745095,0.0008219489,0.003617115,0.008806804,0.007998555,0.003198204,0.002867341,0.005450927],"category_scores_gemma":[0.1073709,0.001188292,0.0005524418,0.009648107,0.0152938,0.00828266,0.01159272,0.004321995,0.0002218739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02571332,"about_ca_system_score_gemma":0.04676795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06184397,"about_ca_topic_score_gemma":0.08280249,"domain_scores_codex":[0.946438,0.04186904,0.002035754,0.001252132,0.002841009,0.005564009],"domain_scores_gemma":[0.7758992,0.2020239,0.01031518,0.004300753,0.005410789,0.00205023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002551238,0.0003155382,0.04368998,0.002183217,0.00009064704,0.0004847697,0.8985719,0.0003819146,0.0002272471,0.02382511,0.00102589,0.02894877],"study_design_scores_gemma":[0.00002762232,0.00005938441,0.02009259,0.005607286,0.00004458465,0.00007907677,0.9616052,0.0002222826,0.0002413586,0.003104707,0.008889335,0.00002660672],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693208,0.007897608,0.001428077,0.01156879,0.00007927345,0.0003196366,0.0002293125,0.000004531394,0.009151914],"genre_scores_gemma":[0.9947788,0.002288746,0.0007075914,0.001164563,0.00001052357,0.0004897607,0.00006445937,0.000007409205,0.0004882466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09725149,"threshold_uncertainty_score":0.5143212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365847394715239,"score_gpt":0.5602819369283437,"score_spread":0.3236971974568198,"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."}}