{"id":"W3148036688","doi":"10.4082/kjfm.20.0011","title":"Developing National Functional Accreditation Model for Primary Healthcares with Emphasis on Family Practice in Iran","year":2021,"lang":"en","type":"article","venue":"Korean Journal of Family Medicine","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Medicine; Delphi method; Benchmarking; Health care; Delphi; Primary health care; Quality (philosophy); Medical education; Test (biology); Family medicine; Management; Political science; Environmental health; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005153426,0.0001745569,0.0004786682,0.0004024201,0.0003594528,0.000007349371,0.0001250885,0.0001340735,0.00001572302],"category_scores_gemma":[0.003309893,0.0001323049,0.0000551878,0.0004430129,0.00006247784,0.0003700203,0.00002899189,0.0007585024,0.000005099918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009740086,"about_ca_system_score_gemma":0.004879057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029456,"about_ca_topic_score_gemma":0.0001963841,"domain_scores_codex":[0.9959504,0.0008448312,0.001333522,0.0002491972,0.001236275,0.0003857606],"domain_scores_gemma":[0.993243,0.00317303,0.0008256798,0.0001429945,0.002412179,0.0002030859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02029465,0.001450477,0.007978678,0.007147286,0.001001672,0.0007889332,0.06921443,0.02125184,0.002888562,0.2431111,0.3745776,0.2502949],"study_design_scores_gemma":[0.03093686,0.004974942,0.4430224,0.01536696,0.0003087185,0.0001778213,0.2406824,0.006512949,0.00005480994,0.02635515,0.2307428,0.0008642141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2243726,0.003271905,0.3839928,0.3660043,0.003253983,0.001792901,0.00007389751,0.00005478819,0.0171829],"genre_scores_gemma":[0.7059517,0.002671942,0.07501912,0.2109003,0.003762602,0.0001740807,0.0003583738,0.00007593368,0.001085968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4815791,"threshold_uncertainty_score":0.8655238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4294299775277572,"score_gpt":0.5202189503930669,"score_spread":0.09078897286530963,"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."}}