{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02019197,0.001152408,0.002742243,0.0144533,0.001583819,0.005970717,0.001889029,0.003575254,0.002684755],"category_scores_gemma":[0.07485209,0.0008434368,0.002955028,0.01921283,0.002928093,0.005520362,0.003294697,0.002397985,0.0003641772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008213813,"about_ca_system_score_gemma":0.02361423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0146672,"about_ca_topic_score_gemma":0.02365529,"domain_scores_codex":[0.9848573,0.008237076,0.003207819,0.0006421444,0.002611608,0.0004439205],"domain_scores_gemma":[0.9259769,0.06113,0.006331774,0.001056702,0.004914618,0.0005900447],"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":[0.0001034614,0.00007078652,0.001862954,0.5354174,0.001186496,0.000451976,0.007243865,0.0005539102,0.0001608627,0.007580393,0.009687595,0.4356802],"study_design_scores_gemma":[0.00001706766,0.00003902791,0.001689553,0.9445823,0.001350143,0.0003277942,0.00267049,0.00007955059,0.00006472662,0.001471819,0.04768696,0.00002052656],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000898007,0.9956185,0.0002859501,0.001347221,0.0002475733,0.0001482101,0.00004016053,0.000004430356,0.001409921],"genre_scores_gemma":[0.009792273,0.9883879,0.0006434313,0.0006088723,0.0001049225,0.0002992182,0.00005194865,0.000003548221,0.0001077659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02019197,"threshold_uncertainty_score":0.1067866,"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."}}