{"id":"W2885725402","doi":"","title":"NON-INVASIVE DIAGNOSIS OF ESOPHAGEAL VARICES IN CHILDREN: A PROSPECTIVE, MULTICENTRE, VALIDATION STUDY","year":2010,"lang":"en","type":"article","venue":"Hepatology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster Children's Hospital; Montreal Children's Hospital; Stollery Children's Hospital","funders":"","keywords":"Medicine; Esophageal varices; Prospective cohort study; Varices; Internal medicine; Gastroenterology; General surgery; Portal hypertension; Cirrhosis","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":[0.004078392,0.001513371,0.001228094,0.0008090081,0.001175773,0.001088964,0.00109888,0.001313369,0.001381714],"category_scores_gemma":[0.0108403,0.001039278,0.001168075,0.001015279,0.002051378,0.00135638,0.001253764,0.001434338,0.000787931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170129,"about_ca_system_score_gemma":0.001361611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007021058,"about_ca_topic_score_gemma":0.007957703,"domain_scores_codex":[0.9963953,0.001672355,0.0003096251,0.0006579068,0.000525045,0.0004398486],"domain_scores_gemma":[0.9898999,0.003583744,0.002409357,0.001632681,0.001610734,0.0008635166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009882707,0.0005151794,0.9953602,0.00003858151,0.0001077403,0.00026394,0.0005546602,0.00006200947,0.0007795062,0.00002558635,0.0001523424,0.001151919],"study_design_scores_gemma":[0.0002567595,0.002095854,0.9950101,0.00002246976,0.0001049567,0.0009604495,0.0006824609,0.0001388125,0.0003040459,0.00001452872,0.0003964226,0.00001307352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999199,0.00008580639,0.0001647769,0.00001876495,0.000006661836,0.00006003657,0.0002701513,0.000003426947,0.0001913584],"genre_scores_gemma":[0.9979799,0.0001188358,0.0004825728,0.00006599414,0.0000130058,0.000118084,0.001067374,0.00001037316,0.0001439683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007021058,"threshold_uncertainty_score":0.02156883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008007721657511863,"score_gpt":0.273668134824354,"score_spread":0.2656604131668422,"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."}}