{"id":"W7135538048","doi":"","title":"NON-INVASIVE DIAGNOSIS OF ESOPHAGEAL VARICES IN CHILDREN: A PROSPECTIVE, MULTICENTRE, VALIDATION STUDY","year":2010,"lang":"en","type":"article","venue":"Research Portal (King's College London)","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":"Esophagus; Esophageal varices; Esophageal disease; Varices; Dysphagia","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":[0.004446073,0.00137424,0.001164674,0.0008171888,0.001035788,0.00107039,0.001105311,0.001383352,0.001427866],"category_scores_gemma":[0.01240898,0.001049777,0.001083843,0.000971616,0.001972308,0.001361357,0.001190823,0.001438154,0.0008381088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045004,"about_ca_system_score_gemma":0.001276387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006718546,"about_ca_topic_score_gemma":0.007707107,"domain_scores_codex":[0.9962215,0.001787483,0.0003475851,0.0006196286,0.0005843275,0.0004394581],"domain_scores_gemma":[0.9887544,0.004309164,0.002590383,0.001641051,0.001764126,0.0009408356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009907131,0.0005123194,0.9954744,0.00004350199,0.00009546932,0.0002402256,0.0005548823,0.00005377417,0.0006676491,0.00002385247,0.0001381227,0.001205081],"study_design_scores_gemma":[0.0002448303,0.002362653,0.9949117,0.00002544195,0.00009386435,0.0008834213,0.0007063769,0.0001230607,0.000244495,0.00001368573,0.0003778067,0.00001265998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999134,0.0001035939,0.0001637638,0.00002143065,0.000008056993,0.00007044052,0.0002697497,0.000003261986,0.0002256643],"genre_scores_gemma":[0.9979733,0.0001384278,0.0004729106,0.00006524053,0.00001373979,0.0001288047,0.00102761,0.000009077938,0.0001709039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006718546,"threshold_uncertainty_score":0.02351338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047777161037684,"score_gpt":0.3396405318333598,"score_spread":0.319162760222983,"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."}}