{"id":"W2316196701","doi":"10.1155/2002/536124","title":"Esophageal Varices: TIPS or Ligation. What Is Your Final Answer?","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ligation; Esophageal varices; Medicine; Varices; General surgery; Computer science; Internal medicine; Portal hypertension","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00260524,0.0006768206,0.00294409,0.000633257,0.0007192245,0.001756937,0.0006802674,0.006973547,0.01995327],"category_scores_gemma":[0.01242256,0.0003774972,0.001284529,0.0005975779,0.0008554257,0.001745839,0.0003914823,0.002172844,0.003909067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437907,"about_ca_system_score_gemma":0.0006889107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006026806,"about_ca_topic_score_gemma":0.001092897,"domain_scores_codex":[0.9987367,0.000609379,0.0002161843,0.000100706,0.0002544253,0.00008263582],"domain_scores_gemma":[0.9943504,0.003359687,0.001079269,0.00006261057,0.0004741726,0.0006739997],"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":[0.06014644,0.003256245,0.03782874,0.01953098,0.002922029,0.00133474,0.000250669,0.0006228744,0.001005415,0.001906835,0.2927937,0.5784013],"study_design_scores_gemma":[0.1171146,0.06520669,0.1311559,0.05664114,0.01412522,0.01559859,0.005723439,0.003139446,0.004295122,0.02264532,0.5634784,0.0008760306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.07755679,0.4702984,0.001714305,0.3801939,0.04970488,0.0007344156,0.002170482,0.0001526343,0.01747415],"genre_scores_gemma":[0.3323872,0.2801114,0.005102704,0.2287485,0.1261418,0.001558477,0.002123068,0.00008585415,0.02374101],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01995327,"threshold_uncertainty_score":0.06675035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04015818063099288,"score_gpt":0.2523521062407264,"score_spread":0.2121939256097335,"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."}}