{"id":"W4243098545","doi":"10.1002/hep.24779","title":"Re: Indeterminate 1-2 Cm Nodules Found on Hepatocellular Carcinoma Surveillance: Biopsy for All, Some, or None?","year":2011,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Indeterminate; Medicine; Confidence interval; Magnetic resonance imaging; Biopsy; Sample size determination; Nuclear medicine; Radiology; Washout; Statistics; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002243815,0.0007923326,0.0009591504,0.00150226,0.0008189501,0.001314673,0.001552534,0.00534605,0.0077253],"category_scores_gemma":[0.01708429,0.0003320536,0.0006459693,0.0006280096,0.001025408,0.002074441,0.0005238049,0.002544389,0.005181976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008338725,"about_ca_system_score_gemma":0.0006913122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002067815,"about_ca_topic_score_gemma":0.003497087,"domain_scores_codex":[0.9988002,0.0003859104,0.0002727648,0.0001377796,0.0002091384,0.0001942889],"domain_scores_gemma":[0.995723,0.001935683,0.000622392,0.0002463958,0.001149525,0.0003230477],"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":[0.001765411,0.0001837116,0.1105503,0.001646738,0.0001328977,0.09008782,0.0004688093,0.0003526238,0.001836618,0.004332456,0.6708935,0.1177491],"study_design_scores_gemma":[0.0004399587,0.0006543074,0.07626477,0.004281629,0.0004857255,0.5135511,0.005593339,0.004298571,0.004775992,0.01552124,0.3738366,0.0002968226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09357264,0.04986687,0.006610007,0.6730229,0.0740428,0.0007130323,0.002032252,0.0006366567,0.09950285],"genre_scores_gemma":[0.5941311,0.01442658,0.00618746,0.2463062,0.1067905,0.0002962106,0.001285631,0.0002624903,0.03031388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0077253,"threshold_uncertainty_score":0.02584368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400330264460109,"score_gpt":0.2926885929385989,"score_spread":0.152655566492588,"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."}}