{"id":"W2612662981","doi":"","title":"Current Status of Family Medicine Faculty Development in Sub-Saharan Africa.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Economic shortage; Faculty development; Medical education; Context (archaeology); Medicine; Value (mathematics); Developing country; Professional development; Psychology; Economic growth; Geography; Government (linguistics)","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":[0.005011789,0.0003133678,0.0002377787,0.001964329,0.002873488,0.002507965,0.0008326533,0.000805793,0.005474992],"category_scores_gemma":[0.01469611,0.000231482,0.0001470685,0.003468917,0.001699681,0.002664221,0.002758321,0.0006224595,0.0003304481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003725984,"about_ca_system_score_gemma":0.01809099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113967,"about_ca_topic_score_gemma":0.01233022,"domain_scores_codex":[0.9970061,0.001277263,0.000250299,0.0001573776,0.0004336241,0.0008753748],"domain_scores_gemma":[0.9851972,0.005532197,0.003292104,0.0003398056,0.002241386,0.003397324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157016,0.0001822742,0.1744525,0.007063169,0.0000603931,0.001854837,0.06807372,0.0003576855,0.002335627,0.008714836,0.01267927,0.7240688],"study_design_scores_gemma":[0.00003720553,0.0003979783,0.406733,0.008384832,0.00007278226,0.002866321,0.2718977,0.0003341504,0.00183289,0.005029906,0.3023401,0.00007314214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.664254,0.1895402,0.001068869,0.1085835,0.0007405882,0.0001452402,0.0008915467,0.0000715639,0.03470457],"genre_scores_gemma":[0.9360687,0.05728562,0.002203399,0.002208788,0.0001706006,0.0001125907,0.0002237457,0.000008772605,0.001717681],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01113967,"threshold_uncertainty_score":0.0270341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661523338801268,"score_gpt":0.4583336558017933,"score_spread":0.1921813219216665,"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."}}