{"id":"W2147731506","doi":"10.3109/0142159x.2013.770134","title":"AIDER: A model for social accountability in medical education and practice","year":2013,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accountability; Reciprocity (cultural anthropology); Social accounting; Public relations; Medical education; Social responsibility; Health care; Medicine; Political science; Sociology; Business; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02161212,0.001079656,0.0005907231,0.00309524,0.00407513,0.00762029,0.003626912,0.005211919,0.01512379],"category_scores_gemma":[0.03322199,0.0006877364,0.001442802,0.001512581,0.009467554,0.01072869,0.007489898,0.003481526,0.002517413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008488927,"about_ca_system_score_gemma":0.0151116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951546,"about_ca_topic_score_gemma":0.008168038,"domain_scores_codex":[0.9759539,0.01820699,0.0007886028,0.001882786,0.002013147,0.001154493],"domain_scores_gemma":[0.9666841,0.02187135,0.00275828,0.002624104,0.003221385,0.002840737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001244118,0.0003475923,0.006466476,0.0002733759,0.00004280317,0.0003179747,0.01224008,0.01135784,0.0002700325,0.9204963,0.004930642,0.04313232],"study_design_scores_gemma":[0.0003032918,0.0005978892,0.003431669,0.000640447,0.0001328693,0.0008179093,0.01178637,0.1038175,0.0006855501,0.740705,0.1369207,0.0001608588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05717415,0.0006272847,0.528422,0.04703294,0.0005500913,0.001672742,0.0005473236,0.001493814,0.3624797],"genre_scores_gemma":[0.6906372,0.0004450605,0.2808878,0.001969781,0.0001390507,0.00206344,0.0002364098,0.0001011893,0.02352021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02161212,"threshold_uncertainty_score":0.1142972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08624379054115656,"score_gpt":0.4630561506046006,"score_spread":0.3768123600634441,"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."}}