{"id":"W4400268700","doi":"10.1016/j.lana.2024.100834","title":"Expansion of national surgical, obstetric, and anaesthesia plans in Latin America: can Brazil be next?","year":2024,"lang":"en","type":"review","venue":"The Lancet Regional Health - Americas","topic":"Global Health and Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; McGill University; Montreal Children's Hospital","funders":"Children's Hospital Foundation","keywords":"Latin Americans; Medicine; Anesthesia; Regional anaesthesia; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003486794,0.0004840423,0.0006585094,0.001277532,0.0005681747,0.002210448,0.0008119062,0.001450193,0.003283105],"category_scores_gemma":[0.004906949,0.0002863931,0.001002559,0.002193802,0.001217243,0.003081667,0.001344347,0.002131989,0.000360233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004958472,"about_ca_system_score_gemma":0.01621245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0364396,"about_ca_topic_score_gemma":0.05157816,"domain_scores_codex":[0.999198,0.0003735042,0.00007331267,0.00005019952,0.0001494948,0.0001555844],"domain_scores_gemma":[0.9985088,0.0006513261,0.000223783,0.00004710848,0.0004092175,0.0001597307],"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":[0.000143882,0.00005846519,0.002161151,0.03643971,0.0001928192,0.0004564567,0.001734553,0.0006722673,0.0008321273,0.09784413,0.0823753,0.7770892],"study_design_scores_gemma":[0.00005217267,0.00005493925,0.00330705,0.02337706,0.0001292378,0.0003549984,0.001213588,0.0001039238,0.0001987646,0.006131609,0.9650558,0.00002081974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007154482,0.9598472,0.0001354588,0.03375172,0.0006853113,0.00001309272,0.00005786507,0.000012911,0.004781099],"genre_scores_gemma":[0.02325226,0.9638142,0.0009770183,0.01000828,0.000436899,0.00004328205,0.00010735,0.00001161427,0.001348987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0364396,"threshold_uncertainty_score":0.07245499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913795369572712,"score_gpt":0.439733393458091,"score_spread":0.2483538565008198,"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."}}