{"id":"W2317224876","doi":"10.1136/bmjinnov-2015-000045","title":"Innovating to improve primary care in less developed countries: towards a global model","year":2015,"lang":"en","type":"review","venue":"BMJ Innovations","topic":"Global Health and Surgery","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Mental Health; Medical Research Council; U.S. Department of Health and Human Services; National Institutes of Health; United States Agency for International Development; International Development Research Centre; Health Resources and Services Administration; U.S. President’s Emergency Plan for AIDS Relief","keywords":"Developing country; Unit (ring theory); Sustainability; Global health; Business; Nursing; Health care; Medicine; Economic growth; Psychology; Public health; Economics","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001336555,0.0005175649,0.00227806,0.0007107964,0.000108507,0.00004507523,0.0002457727,0.0005603019,0.000007454515],"category_scores_gemma":[0.000922231,0.0004627666,0.0001419922,0.006964628,0.00004735631,0.0001118526,0.0002223074,0.0006419167,0.00008922682],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004128254,"about_ca_system_score_gemma":0.0323886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002176212,"about_ca_topic_score_gemma":0.0001742487,"domain_scores_codex":[0.9956672,0.00006729556,0.002163308,0.0006082518,0.0007027508,0.000791179],"domain_scores_gemma":[0.9958082,0.00005875715,0.0004876018,0.0006394286,0.002710044,0.0002959011],"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":[0.00004706532,0.00004973516,0.0002226696,0.02980021,0.00004059758,0.00005241861,0.000184802,0.000006370645,7.687571e-8,0.004308648,0.01073399,0.9545534],"study_design_scores_gemma":[0.000608816,0.00007343069,0.000176043,0.01551018,0.0001186404,0.00008538811,0.0001562536,0.00006913792,8.927324e-8,0.0001097461,0.9826325,0.0004597586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004162147,0.9535536,0.001456239,0.0009588023,0.0008868302,0.005910469,0.001639393,0.0001657239,0.03501274],"genre_scores_gemma":[0.0002295693,0.9143875,0.05019784,0.01763965,0.001209105,0.004407002,0.01015733,0.0002232124,0.001548751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9718985,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404064150094283,"score_gpt":0.4493316858381853,"score_spread":0.308925270828757,"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."}}