{"id":"W4416332463","doi":"10.3399/bjgpo.2025.0203","title":"Cultural models within general practice training: a scoping review","year":2025,"lang":"en","type":"article","venue":"BJGP Open","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"General partnership; Adaptation (eye); Health care; General practice; Cultural diversity; Cultural competence; Power (physics); Cultural learning; Focus (optics)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001907349,0.0001213162,0.0003160832,0.00002588947,0.0007973105,0.0003541857,0.000924283,0.00007434405,0.000177101],"category_scores_gemma":[0.002346682,0.00009983247,0.00006592092,0.0005468628,0.000100976,0.001621476,0.0002498496,0.0002100776,0.00003897478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001972381,"about_ca_system_score_gemma":0.0015238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008024439,"about_ca_topic_score_gemma":0.005226809,"domain_scores_codex":[0.9979655,0.000596804,0.0004098278,0.0003174677,0.000353709,0.0003567409],"domain_scores_gemma":[0.9988251,0.0002372413,0.0001837782,0.0002396401,0.0003849625,0.0001293035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006048068,0.00006017876,0.0001082282,0.003202149,0.00006642809,0.00002885017,0.1061571,0.0002582836,0.00004214445,0.7885939,0.08455995,0.01686234],"study_design_scores_gemma":[0.001264199,0.0001213706,0.0001526596,0.1326512,0.0002711493,0.0000261173,0.08911312,0.0009760769,0.00004394893,0.0219668,0.7522846,0.00112871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002648547,0.03228818,0.00006236511,0.06884126,0.00127823,0.004607443,0.000006517946,0.000141123,0.8901263],"genre_scores_gemma":[0.3537928,0.1144219,0.1073181,0.2617394,0.003107096,0.003204317,0.0001405256,0.0001040577,0.1561717],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7666271,"threshold_uncertainty_score":0.9985812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2938106765913258,"score_gpt":0.5332281093797155,"score_spread":0.2394174327883898,"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."}}