{"id":"W4399048576","doi":"10.1093/bjs/znae122.010","title":"STRENGTHENING PRIMARY HEALTH CARE THROUGH A LONGSTANDING GLOBAL HEALTH PARTNERSHIP: CHARTING THE TRANSITION FROM SHORT-TERM HERNIA MISSIONS TO A SELF-SUSTAINING HOSPITAL","year":2024,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; General partnership; Term (time); Primary care; Primary health care; Nursing; Intensive care medicine; Family medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002174594,0.0002484962,0.0009341906,0.0001321058,0.0005744526,0.0002545531,0.0001181181,0.000110575,0.00003536663],"category_scores_gemma":[0.0002771351,0.0002230932,0.0005097743,0.0006259722,0.00004228794,0.0003782158,0.00003681795,0.0007694303,0.000005118893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721685,"about_ca_system_score_gemma":0.003531432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005652205,"about_ca_topic_score_gemma":0.00008155462,"domain_scores_codex":[0.9959582,0.0003196936,0.001530109,0.0003639739,0.0008230619,0.001004979],"domain_scores_gemma":[0.9976465,0.0006010184,0.0003490202,0.00017093,0.0002424791,0.0009900226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006122263,0.0003435414,0.03255952,0.002650831,0.0004368108,0.01085183,0.03999135,0.00005396389,0.00002625334,0.00006423446,0.08650724,0.8259022],"study_design_scores_gemma":[0.004149655,0.003531102,0.5019327,0.1279492,0.0009095985,0.04424098,0.1387011,0.0007087358,0.00008165184,0.0008498766,0.1745482,0.002397269],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908883,0.08028021,0.001882994,0.02442496,0.001452651,0.0004613367,0.000183549,0.0001604354,0.0002655435],"genre_scores_gemma":[0.9873983,0.00245439,0.001293126,0.007244795,0.001449756,0.000009866269,0.00009921999,0.00004310509,0.000007450458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235049,"threshold_uncertainty_score":0.9097477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925106370243859,"score_gpt":0.3340513238533233,"score_spread":0.3048002601508847,"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."}}