{"id":"W4390766285","doi":"10.1111/medu.15309","title":"A meta‐study analysing the discourses of discourse analysis in health professions education","year":2024,"lang":"en","type":"review","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Ambiguity; Discourse analysis; Interpretation (philosophy); Coherence (philosophical gambling strategy); Health professions; Trustworthiness; Critical discourse analysis; Sociology; Psychology; Pedagogy; Medical education; Epistemology; Medicine; Health care; Linguistics; Political science; Social psychology; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004482353,0.0004866164,0.003088353,0.002990532,0.0001642737,0.00004629259,0.0004965289,0.0003646878,0.0007816205],"category_scores_gemma":[0.003769168,0.000260097,0.001077739,0.0116572,0.0003432057,0.0001082443,0.0001112447,0.001756435,0.00003635325],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008101034,"about_ca_system_score_gemma":0.03798791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344149,"about_ca_topic_score_gemma":0.000458609,"domain_scores_codex":[0.9934944,0.001071889,0.002641866,0.0007366997,0.001676207,0.0003789705],"domain_scores_gemma":[0.996832,0.0002493169,0.001153633,0.001246903,0.0003472199,0.0001709363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004257894,0.006387244,0.0002993162,0.01300429,0.006841884,0.000001835675,0.003591942,8.717471e-7,1.994277e-8,0.0005703142,0.02375593,0.9455421],"study_design_scores_gemma":[0.0002283826,0.0001970933,0.001031109,0.03596389,0.1888389,0.00005083805,0.03041863,0.0003102343,1.08295e-7,0.0001978109,0.7423705,0.0003924169],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005194552,0.9619945,0.0001748517,0.03163797,0.002193771,0.003181773,0.000009625953,0.00004108767,0.0002469105],"genre_scores_gemma":[0.005810039,0.9820521,0.0004964726,0.002133383,0.0009506101,0.003019701,0.001670473,0.00008158569,0.003785566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9451497,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07865352780942883,"score_gpt":0.5478398993687804,"score_spread":0.4691863715593516,"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."}}