{"id":"W4412154278","doi":"10.1186/s12875-025-02899-7","title":"“Those risks, that preventative work, that is the bedrock of family medicine”: A foucauldian discourse analysis of communicating risk for type 2 diabetes among primary care providers","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Primary care; Work (physics); Bedrock; Discourse analysis; Type 2 diabetes; Nursing; Medicine; Diabetes mellitus; Sociology; Psychology; Family medicine; Linguistics; Engineering; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01989099,0.0008772446,0.000748059,0.003613277,0.01905072,0.008522952,0.00190924,0.003070932,0.001454232],"category_scores_gemma":[0.02416677,0.00059299,0.0006583754,0.002148602,0.03021712,0.008146889,0.007184622,0.004529655,0.0001861251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01475353,"about_ca_system_score_gemma":0.01235616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03463952,"about_ca_topic_score_gemma":0.03061412,"domain_scores_codex":[0.9858154,0.0116556,0.0002703795,0.0005621124,0.0009042213,0.0007922615],"domain_scores_gemma":[0.9709492,0.02535972,0.001035924,0.000373433,0.001433618,0.0008481017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008270093,0.000005980763,0.0004820918,0.00004357025,0.000001266036,0.0002575021,0.9953635,0.00001372253,0.00009868509,0.002424842,0.0002026768,0.001097885],"study_design_scores_gemma":[0.000003571832,0.00001285728,0.000838673,0.000281478,0.000004860824,0.0002097106,0.9895267,0.0001364642,0.0001702724,0.001280382,0.007525632,0.000009285902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392207,0.003742563,0.007763855,0.02459717,0.0003142356,0.0002902769,0.0001160668,0.00003647872,0.02391866],"genre_scores_gemma":[0.9927737,0.001085238,0.002808391,0.001221524,0.00005269885,0.0001325724,0.00003784587,0.00003108073,0.001857033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03463952,"threshold_uncertainty_score":0.1070449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638327801033779,"score_gpt":0.4834747020585374,"score_spread":0.3196419219551595,"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."}}