{"id":"W4389328220","doi":"10.4102/phcfm.v15i1.4248","title":"Advancing primary care: Establishing family medicine specialty in Tanzania","year":2023,"lang":"en","type":"article","venue":"African Journal of Primary Health Care & Family Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"","keywords":"Tanzania; Medicine; Specialty; Government (linguistics); Primary care; Family medicine; Alternative medicine; Health care; Nursing; Primary health care; Public health; Private sector; Medical education; Population; Economic growth; Environmental health; Socioeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0098699,0.0008142496,0.0039172,0.002736322,0.001229285,0.00001575585,0.001313636,0.0004719126,0.0001856583],"category_scores_gemma":[0.002148433,0.000642896,0.00027854,0.003999352,0.0004849086,0.0008903822,0.000466454,0.004264103,0.00009926761],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01463244,"about_ca_system_score_gemma":0.01941533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172561,"about_ca_topic_score_gemma":0.002212645,"domain_scores_codex":[0.985315,0.002368932,0.005782285,0.0008631836,0.002801291,0.002869353],"domain_scores_gemma":[0.9883625,0.003639319,0.003313224,0.001006625,0.001854157,0.001824209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001113864,0.00007359292,0.04282785,0.009337321,0.00008374182,0.001252504,0.114062,0.00003897777,0.00110047,0.000187211,0.6854457,0.1444768],"study_design_scores_gemma":[0.006724464,0.002208101,0.3399124,0.004687855,0.00008924271,0.00004040152,0.1279632,0.000003051813,0.00000111295,0.0002370038,0.5177249,0.0004082422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.2392253,0.2864098,0.0008119335,0.2232014,0.02921021,0.004729184,0.0002115497,0.0007499309,0.2154507],"genre_scores_gemma":[0.3396082,0.08545056,0.004505657,0.5438643,0.02375838,0.0001893779,0.0009876841,0.0005352637,0.001100703],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3206628,"threshold_uncertainty_score":0.9996023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316480469469877,"score_gpt":0.3975555913253145,"score_spread":0.3443907866306158,"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."}}