{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978498,0.0001716399,0.0005092012,0.0002469869,0.0001335352,0.00003023261,0.000149669,0.0002209872,0.00008540646],"category_scores_gemma":[0.003327342,0.0001268278,0.0001176386,0.0005563585,0.0002052093,0.0001272258,0.00004348134,0.0003207194,0.0001113755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011463,"about_ca_system_score_gemma":0.0004727214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003631775,"about_ca_topic_score_gemma":0.00008345544,"domain_scores_codex":[0.9977255,0.0006295755,0.0002569458,0.0004701168,0.0003538657,0.0005640165],"domain_scores_gemma":[0.9943016,0.003964018,0.00009187112,0.0004959456,0.0007994526,0.0003471179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002648836,0.0002150409,0.9643043,0.0001329369,0.0001018461,0.0002110186,0.0001014186,2.180739e-7,0.0002285059,0.0006804026,0.0144434,0.01693211],"study_design_scores_gemma":[0.005079382,0.01068189,0.03736525,0.0005930223,0.0006875714,0.0003897866,0.0001787069,0.04901325,0.004146975,0.00004739274,0.891424,0.0003927868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941843,0.002305915,0.006705509,0.09360395,0.0002780365,0.001806141,0.00001128661,0.00008531193,0.001019581],"genre_scores_gemma":[0.9687285,0.0003568305,0.02414309,0.00466988,0.000466426,0.0007753423,0.0000170679,0.00003480098,0.0008080049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.926939,"threshold_uncertainty_score":0.5171889,"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."}}