{"id":"W4225291166","doi":"10.1371/journal.pgph.0000196","title":"Most common reasons for primary care visits in low- and middle-income countries: A systematic review","year":2022,"lang":"en","type":"review","venue":"PLOS Global Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Medical diagnosis; Family medicine; MEDLINE; Malaria; Pandemic; Health care; Pediatrics; Coronavirus disease 2019 (COVID-19); Disease; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001712556,0.0006919326,0.006183724,0.0002745103,0.0002110577,0.0001585042,0.0004920326,0.0001768295,0.0001228794],"category_scores_gemma":[0.0009912702,0.0005840966,0.0003711384,0.001443525,0.00007383194,0.0001890708,0.000414376,0.000470719,0.00002348603],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006765817,"about_ca_system_score_gemma":0.01002151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797813,"about_ca_topic_score_gemma":0.0001668226,"domain_scores_codex":[0.9942856,0.0008116518,0.002078615,0.0008631402,0.0009637042,0.0009972502],"domain_scores_gemma":[0.9963741,0.0004804326,0.001102598,0.001152088,0.0001671705,0.0007235659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009462838,0.0001850486,0.00002826937,0.982506,0.0003789029,0.00005869135,0.00005140209,3.334543e-8,4.272469e-11,0.002417998,0.001551228,0.01281292],"study_design_scores_gemma":[0.0005543743,0.0001685924,0.0000182461,0.5641335,0.00165751,0.00005865954,0.0001874918,0.000004023984,1.087843e-10,0.000009356654,0.4329796,0.0002286672],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002261801,0.9655155,0.000003682256,0.003200392,0.0001448781,0.02298612,0.002335827,0.0001676026,0.005643758],"genre_scores_gemma":[0.00001030094,0.9840028,0.00005158618,0.0062475,0.00009222735,0.004378026,0.00503887,0.00007683952,0.0001018857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4314283,"threshold_uncertainty_score":0.999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0924071025424547,"score_gpt":0.380803548425406,"score_spread":0.2883964458829513,"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."}}