{"id":"W2149271398","doi":"10.1186/1472-6963-10-79","title":"Physicians' social competence in the provision of care to persons living in poverty: research protocol","year":2010,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Snowball sampling; Medicine; Competence (human resources); Poverty; Nursing research; Nursing; Qualitative research; Health administration; Family medicine; Metropolitan area; Population; Health care; Public health; Psychology; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01844834,0.0001459614,0.0003542162,0.00064562,0.002225134,0.0001772016,0.002031849,0.000203504,0.0000786497],"category_scores_gemma":[0.0007470021,0.0001141349,0.00006726624,0.004868038,0.0004241315,0.0003122076,0.0004286899,0.002474255,0.00004655899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007657571,"about_ca_system_score_gemma":0.003656893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1130297,"about_ca_topic_score_gemma":0.6671486,"domain_scores_codex":[0.9862653,0.007044147,0.0006274182,0.000579594,0.003649246,0.001834279],"domain_scores_gemma":[0.9948345,0.002789412,0.0001259074,0.0004996248,0.001487762,0.0002628207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001333117,0.0001952812,0.1053758,0.004189672,0.00000105359,0.000004188741,0.8746163,0.000005183795,0.0003838535,0.004717658,0.0004354225,0.009942186],"study_design_scores_gemma":[0.0002528698,0.0003963334,0.3745346,0.00117076,3.630232e-7,3.950084e-7,0.5904191,0.0001254227,0.00001968143,0.0002427904,0.03272033,0.0001173716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878395,0.00009321512,8.100934e-7,0.0122763,0.0001843657,0.09883346,0.00002776715,0.00003977909,0.01014936],"genre_scores_gemma":[0.9661433,0.00001158932,0.000407488,0.000958606,0.0005561716,0.03180809,0.00000457619,0.00001897123,0.00009125751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5541189,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141314146912585,"score_gpt":0.5303514081692406,"score_spread":0.4162199934779822,"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."}}