{"id":"W2051532344","doi":"10.1002/hep.27563","title":"Biopsy for liver cancer: How to balance research needs with evidence‐based clinical practice","year":2014,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Liver biopsy; Biopsy; Balance (ability); Cancer; Clinical Practice; Intensive care medicine; Internal medicine; Family medicine; Physical therapy","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2143565,0.003136794,0.009666815,0.01094156,0.003778548,0.02528692,0.01047985,0.0202093,0.02378742],"category_scores_gemma":[0.5228651,0.002412409,0.005290204,0.006917727,0.009937624,0.03288724,0.014473,0.02424479,0.0179877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01271423,"about_ca_system_score_gemma":0.05583898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00763212,"about_ca_topic_score_gemma":0.01135474,"domain_scores_codex":[0.8551071,0.08879959,0.0175731,0.006244402,0.02928049,0.002995275],"domain_scores_gemma":[0.3707753,0.41803,0.01950924,0.01887495,0.1382149,0.03459563],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004635771,0.0003626025,0.002434609,0.01419207,0.0009383271,0.0003463604,0.0009377314,0.0009217531,0.0002544165,0.01404052,0.4556836,0.5094244],"study_design_scores_gemma":[0.0011144,0.0007623066,0.005455217,0.2069229,0.001720294,0.0009445612,0.005180655,0.003209231,0.0003779457,0.155729,0.6179795,0.0006039166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004246461,0.1151431,0.007765725,0.8589827,0.0116461,0.0005428813,0.0002582541,0.0003391444,0.004897445],"genre_scores_gemma":[0.03573775,0.3116052,0.2015958,0.3843763,0.05508548,0.005606294,0.001270453,0.001030472,0.003692123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7856435,"threshold_uncertainty_score":0.9688383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3977769419392282,"score_gpt":0.4567988071478483,"score_spread":0.05902186520862007,"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."}}