{"id":"W1976869581","doi":"10.1016/j.jegh.2014.12.002","title":"Symptom clusters on primary care medical service trips in five regions in Latin America","year":2015,"lang":"en","type":"article","venue":"Journal of Epidemiology and Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"TRIPS architecture; Medicine; Latin Americans; Family medicine; Service (business); Medical record; Guideline; Epidemiology; Primary care; Surgery; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.002581544,0.0001439358,0.001040114,0.0001259726,0.00004038278,0.000001743915,0.0001166044,0.0002217634,0.00000791092],"category_scores_gemma":[0.001229336,0.0001015697,0.00006577882,0.0003028215,0.00009632165,0.00004815167,0.00004616101,0.0007476583,0.000008501684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006276,"about_ca_system_score_gemma":0.0016017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611875,"about_ca_topic_score_gemma":0.00161062,"domain_scores_codex":[0.9969796,0.0009283802,0.001156226,0.0001969676,0.0002585779,0.0004802257],"domain_scores_gemma":[0.9977466,0.0004659966,0.0005051708,0.000123082,0.0001371646,0.00102196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003424942,0.0002950248,0.9449276,0.0005723587,0.00003102324,0.0004827796,0.00151645,0.0002593409,1.425396e-7,0.002777681,0.02351817,0.0221945],"study_design_scores_gemma":[0.004764822,0.00272301,0.9719194,0.001742256,0.00001385346,0.001187057,0.001637256,0.0002147294,6.082395e-8,0.004561015,0.01115446,0.00008214254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139418,0.007532528,0.00004886527,0.17574,0.0003376545,0.0002016561,0.00001637146,0.00000764882,0.002173438],"genre_scores_gemma":[0.7825119,0.004361918,0.001116673,0.211662,0.000300701,0.000002037881,0.00001652465,0.000006338492,0.00002184979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03592199,"threshold_uncertainty_score":0.5460098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938137250702649,"score_gpt":0.3921452415205995,"score_spread":0.342763869013573,"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."}}