{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001589665,0.0003254773,0.001174889,0.0004250973,0.001430362,0.00001489985,0.0008956752,0.0003234909,0.00006653726],"category_scores_gemma":[0.0006870845,0.000233302,0.0003780519,0.001306423,0.0005557558,0.0003908867,0.0005555868,0.001083634,0.000004607506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132125,"about_ca_system_score_gemma":0.001733484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005454065,"about_ca_topic_score_gemma":0.01035221,"domain_scores_codex":[0.9948715,0.002584307,0.0009737014,0.0004719719,0.0004895502,0.0006089784],"domain_scores_gemma":[0.9866564,0.009156724,0.0019893,0.001352653,0.0007165227,0.0001283814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640944,0.00006527705,0.8776393,0.009234192,0.0009454906,2.803183e-7,0.1003033,0.0000531089,0.00002093017,0.00005862566,0.003861325,0.007554113],"study_design_scores_gemma":[0.0009531208,0.0001481467,0.724111,0.002927072,0.004203163,1.764362e-8,0.2651892,0.00004180233,0.00006973258,0.000152095,0.002038955,0.0001657378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422072,0.03949231,0.0003998649,0.001519308,0.0004400258,0.004321142,0.0007361486,0.00006101228,0.01082298],"genre_scores_gemma":[0.9880145,0.003215403,0.003670347,0.00289846,0.00007928173,0.0005800064,0.0008658434,0.00004139822,0.0006347956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648859,"threshold_uncertainty_score":0.9998696,"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."}}