{"id":"W4283027111","doi":"10.1007/s11938-022-00382-1","title":"Liver Diseases in Latin America: Current Status, Unmet Needs, and Opportunities for Improvement","year":2022,"lang":"en","type":"review","venue":"Current Treatment Options in Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo; European Commission","keywords":"Medicine; Latin Americans; Family medicine; Internal medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000895604,0.0007746773,0.002091226,0.001333882,0.0001411386,0.00004791335,0.0001279433,0.00008974444,0.0002304519],"category_scores_gemma":[0.00002919265,0.000628028,0.0006260622,0.0002649473,0.0002230858,0.00009040275,0.0002102204,0.0003150318,0.00000632467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944948,"about_ca_system_score_gemma":0.0005231176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005853188,"about_ca_topic_score_gemma":0.00008525977,"domain_scores_codex":[0.9968398,0.0003107751,0.0009392873,0.0008511496,0.0002310423,0.0008279821],"domain_scores_gemma":[0.9984008,0.000292247,0.0003598407,0.0005170738,0.00003936546,0.0003906683],"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":[0.0002293297,0.008659841,0.02745877,0.00469822,0.0005363307,0.0001040017,0.0001736137,0.000004000742,1.631787e-8,0.000240774,0.0005669425,0.9573281],"study_design_scores_gemma":[0.00528711,0.004462687,0.00604379,0.002821833,0.004494849,0.00002153228,0.0003084484,0.00004687943,3.474256e-8,0.00002670959,0.9762155,0.0002706343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006094472,0.9838115,0.00001749145,0.0001517178,0.0007391353,0.004747626,0.004380676,0.00004461559,0.00001274765],"genre_scores_gemma":[0.0005348508,0.9722404,0.0001379626,0.00005711468,0.0001165989,0.01582889,0.01096491,0.00006671559,0.00005250015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9756485,"threshold_uncertainty_score":0.9996171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1609014571537641,"score_gpt":0.3741201910877741,"score_spread":0.2132187339340101,"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."}}