{"id":"W2778048475","doi":"10.5604/01.3001.0010.7528","title":"Annals of Hepatology: Viewpoints from Afar","year":2017,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hepatology; Annals; Viewpoints; Internal medicine; General surgery; Gastroenterology; Classics","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":[0.01797544,0.001069904,0.001472354,0.001747456,0.01228137,0.01227617,0.001983301,0.02754198,0.01114264],"category_scores_gemma":[0.03973632,0.0006996428,0.001062769,0.002766131,0.008484637,0.01146307,0.009375959,0.03998281,0.003920784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00540285,"about_ca_system_score_gemma":0.01020864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005941934,"about_ca_topic_score_gemma":0.0119688,"domain_scores_codex":[0.9893618,0.004558783,0.001145478,0.0006452008,0.002286643,0.002002158],"domain_scores_gemma":[0.956472,0.01704665,0.00291885,0.001033402,0.009018389,0.01351069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008831481,0.0001017504,0.002009423,0.000633668,0.00005501684,0.001343065,0.009532562,0.0000743603,0.0003144786,0.0309441,0.9242878,0.03061547],"study_design_scores_gemma":[0.00006396109,0.00004372933,0.002484734,0.001710415,0.00004755075,0.001733709,0.02022677,0.00007933666,0.00009587505,0.0151575,0.9582644,0.00009221804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.000857564,0.02801252,0.00008016059,0.9441139,0.02301455,0.000002388317,0.0000268073,0.000006511502,0.003885549],"genre_scores_gemma":[0.03145365,0.03158463,0.0004298326,0.8517476,0.07940134,0.00001418323,0.00003357364,0.00004742063,0.005287879],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02754198,"threshold_uncertainty_score":0.09506434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5086584032407222,"score_gpt":0.5846330763583206,"score_spread":0.07597467311759842,"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."}}