{"id":"W2412971100","doi":"10.1097/acm.0000000000000765","title":"Putting Communities in the Driver’s Seat","year":2015,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Equity (law); General partnership; Sociology; Community engagement; Health equity; Medical education; Public relations; Community education; Sociocultural evolution; Public health; Political science; Medicine; Pedagogy; Nursing","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":[0.01941504,0.0009362886,0.0007224941,0.003207253,0.0304039,0.01943436,0.002834233,0.01126528,0.009516542],"category_scores_gemma":[0.02299528,0.0006679594,0.0007752857,0.001517832,0.08023223,0.0397763,0.03415211,0.0123622,0.001037086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036554,"about_ca_system_score_gemma":0.02053043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01716417,"about_ca_topic_score_gemma":0.02828696,"domain_scores_codex":[0.9743138,0.02016128,0.0002720366,0.001180347,0.001801682,0.002270841],"domain_scores_gemma":[0.9778529,0.01123712,0.001343935,0.001447446,0.002441389,0.00567713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002830215,0.0000504637,0.001252475,0.0002318751,0.00002143313,0.0003817946,0.2512214,0.000128387,0.0001843289,0.6629909,0.05018296,0.03332559],"study_design_scores_gemma":[0.00002603216,0.00006068982,0.0006877231,0.0008080147,0.00001644812,0.0001887113,0.2562068,0.0001801771,0.0001779462,0.2260418,0.5155603,0.00004526829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04017662,0.01295522,0.01306391,0.7453938,0.006646625,0.000100692,0.00004608856,0.0002112633,0.1814058],"genre_scores_gemma":[0.8845008,0.004880749,0.005028916,0.08154901,0.001624101,0.0001504862,0.00003116084,0.0001997908,0.02203502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0304039,"threshold_uncertainty_score":0.1026778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2603411530963846,"score_gpt":0.5227045489800526,"score_spread":0.262363395883668,"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."}}