{"id":"W4231308358","doi":"10.1002/hep.27522","title":"Poster Session 3: Basic Hepatobiliary Neoplasia","year":2014,"lang":"en","type":"article","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Session (web analytics); Medicine; Gastroenterology; Internal medicine; General surgery; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009510665,0.001370923,0.0007176505,0.001097573,0.0008145168,0.002042715,0.0009254608,0.002833475,0.2632329],"category_scores_gemma":[0.001083739,0.0002929447,0.001071494,0.0004621778,0.0003358185,0.000932321,0.001729179,0.002373811,0.1146132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009797969,"about_ca_system_score_gemma":0.001050845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004017132,"about_ca_topic_score_gemma":0.0007293056,"domain_scores_codex":[0.9995546,0.00007600482,0.0000340751,0.0001303711,0.0001104838,0.0000944653],"domain_scores_gemma":[0.9990113,0.00008719939,0.0000450552,0.00004359431,0.0003145809,0.0004982405],"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":[0.0008503892,0.0002551625,0.0007561512,0.0009021342,0.00003893712,0.0005644224,0.00007666191,0.0001740367,0.003415723,0.001467418,0.8617466,0.1297523],"study_design_scores_gemma":[0.0001062165,0.0003351314,0.002644793,0.0003995151,0.00003335395,0.0009655674,0.00006205068,0.0001407619,0.001158696,0.001507505,0.9926299,0.00001644052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01454517,0.05872896,0.006135472,0.05513155,0.3060884,0.002193239,0.005959858,0.001741978,0.5494753],"genre_scores_gemma":[0.0335096,0.03340803,0.002792311,0.009034952,0.1776603,0.0008985239,0.004783877,0.000477043,0.7374353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7367672,"threshold_uncertainty_score":0.8806016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146319537734626,"score_gpt":0.2610083357734022,"score_spread":0.2463763819999396,"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."}}