{"id":"W1486219678","doi":"","title":"Family Medicine needs assessment: Studying the clinical work of general practitioners in Ethiopia","year":2013,"lang":"en","type":"article","venue":"Ethiopian Journal of Health Development","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Workload; Family medicine; Curriculum; Medical diagnosis; Nursing; Medical education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718621,0.0002343033,0.0002038627,0.0009698804,0.002324228,0.0009365415,0.0004367335,0.0006862071,0.001618456],"category_scores_gemma":[0.003666108,0.0002888661,0.0001759082,0.0009869034,0.0006988645,0.0007241964,0.001235342,0.0006045569,0.0001795752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600686,"about_ca_system_score_gemma":0.003312895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303691,"about_ca_topic_score_gemma":0.03055166,"domain_scores_codex":[0.9990457,0.0004831587,0.00005440021,0.00007499236,0.0001019346,0.0002398088],"domain_scores_gemma":[0.9979437,0.0006383501,0.0004071778,0.00003592367,0.0002768958,0.0006978395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009447397,0.0006547491,0.6884313,0.0005263478,0.0000265985,0.003985271,0.2766807,0.0001327135,0.0009815778,0.0002349477,0.001797082,0.02645424],"study_design_scores_gemma":[0.00002102103,0.0005044124,0.474692,0.0002740233,0.00001453717,0.002178902,0.5166898,0.000101839,0.0001549808,0.0001135949,0.005237484,0.00001741282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986045,0.0003338985,0.00002937905,0.0003137991,0.000005774088,0.0000293462,0.00003930392,7.700273e-7,0.0006432412],"genre_scores_gemma":[0.9982293,0.0007352482,0.0002558749,0.0003010495,0.000009312006,0.0000422427,0.00003292491,0.000001030895,0.0003930285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303691,"threshold_uncertainty_score":0.02592206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2031691000448156,"score_gpt":0.5105646585994376,"score_spread":0.307395558554622,"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."}}