{"id":"W3210743075","doi":"10.1002/art.40321","title":"ADDING ULTRASOUND TO THE TREAT-TO-TARGET STRATEGY SHOWS NO BENEFIT IN ACHIEVEMENT OF REMISSION: RESULTS FROM THE BIODAM COHORT","year":2017,"lang":"en","type":"preprint","venue":"Data Archiving and Networked Services (DANS)","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke; University of Alberta; McMaster University","funders":"","keywords":"Cohort; Medicine; Ultrasound; Computer science; Internal medicine; Radiology","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":[0.002624723,0.0004085596,0.0009344367,0.0002686434,0.0005167432,0.001420405,0.0005598664,0.000985935,0.00614301],"category_scores_gemma":[0.009588109,0.0002527076,0.001504616,0.000430835,0.0004308238,0.0008767471,0.0008815675,0.001216049,0.001458793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005193079,"about_ca_system_score_gemma":0.0007940537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002568975,"about_ca_topic_score_gemma":0.003401348,"domain_scores_codex":[0.9990231,0.0004144817,0.00009899362,0.0002532717,0.00008934207,0.0001208483],"domain_scores_gemma":[0.9963256,0.001201067,0.0008251139,0.0008325932,0.0003266332,0.0004890634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1434238,0.001469245,0.7157538,0.001062986,0.009839,0.0005708222,0.0007228628,0.0006960168,0.002581677,0.001200961,0.03366471,0.08901411],"study_design_scores_gemma":[0.01301551,0.01307494,0.9075741,0.0009720532,0.02079916,0.002033141,0.001529536,0.001760979,0.002003531,0.002948108,0.03413364,0.0001551975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719415,0.006516512,0.0009202879,0.002340878,0.0003414502,0.0001303189,0.01337606,0.00007492695,0.004358064],"genre_scores_gemma":[0.9785573,0.001517802,0.0008298489,0.001813418,0.0004006524,0.000250567,0.01358799,0.0001067427,0.002935523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00614301,"threshold_uncertainty_score":0.02055037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.069739271517965,"score_gpt":0.2860911890699239,"score_spread":0.2163519175519589,"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."}}