{"id":"W4391329365","doi":"10.26443/ijwpc.v11i1.402","title":"“I get to know them as a whole person”: family physician stories of proximity to patients experiencing social inequity","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Family medicine; Psychology; Medicine; Sociology; Medical education; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007480644,0.001033783,0.0008661667,0.001345562,0.03676116,0.007318579,0.003153009,0.005298876,0.003022879],"category_scores_gemma":[0.02282187,0.000850231,0.0007213205,0.001693215,0.02671915,0.008691592,0.01061478,0.01091885,0.0003239395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03107242,"about_ca_system_score_gemma":0.02071373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.364556,"about_ca_topic_score_gemma":0.5113958,"domain_scores_codex":[0.9868889,0.009151909,0.0002697539,0.0005256491,0.001012402,0.002151399],"domain_scores_gemma":[0.983528,0.009001325,0.001453982,0.0004426116,0.00151964,0.004054446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001852664,0.000009967418,0.0008530509,0.00003666782,0.000005125046,0.001022901,0.9930782,0.00001922661,0.00005427143,0.00111306,0.002616251,0.001172858],"study_design_scores_gemma":[0.000005046036,0.00002117295,0.0008501462,0.000119871,0.000008636559,0.0006090846,0.9762722,0.0000519828,0.00005310015,0.0005049048,0.02148261,0.00002126216],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337736,0.008923949,0.002092221,0.1198649,0.001071782,0.0001745067,0.00025195,0.0000728916,0.03377426],"genre_scores_gemma":[0.9861304,0.002209612,0.0004811396,0.008298172,0.0001632787,0.00006107101,0.00004713759,0.00003392436,0.002575322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.364556,"threshold_uncertainty_score":0.7248682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06604054635683614,"score_gpt":0.4232619063147111,"score_spread":0.3572213599578749,"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."}}