{"id":"W3179554622","doi":"10.1016/j.mric.2021.05.001","title":"Chronic Liver Disease and Liver Cancer","year":2021,"lang":"en","type":"review","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto; Royal Victoria Regional Health Centre; Toronto General Hospital","funders":"","keywords":"Medicine; Chronic liver disease; Liver disease; Liver cancer; Radiology; Disease; Medical physics; Cancer; Intensive care medicine; Pathology; Internal medicine; Cirrhosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001637683,0.0003671542,0.001690738,0.0001286905,0.0000688201,0.00002607043,0.0001831844,0.00009076961,0.0004459134],"category_scores_gemma":[0.0005583156,0.0003191544,0.0003619405,0.0003788776,0.0005276763,0.00009905093,0.0001208489,0.0005832763,0.00003431641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209512,"about_ca_system_score_gemma":0.002028306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002585443,"about_ca_topic_score_gemma":0.00002693961,"domain_scores_codex":[0.9977478,0.0001911291,0.0007836535,0.0006891873,0.0002335366,0.000354684],"domain_scores_gemma":[0.9975023,0.0005929301,0.0007404624,0.0006873846,0.0001928248,0.0002840778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000186221,0.00008272489,0.01543335,0.007361667,0.00004906785,0.0001849314,0.00004488248,7.902427e-7,1.708998e-8,0.000002004543,0.002582211,0.9742397],"study_design_scores_gemma":[0.000243651,0.0001594061,0.04348978,0.008304876,0.002739226,0.00008644702,0.000008155724,0.0003949813,1.158811e-8,0.000001408486,0.9443135,0.0002585882],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002352074,0.9980317,0.0000107945,0.0004953763,0.0003887783,0.0006096925,0.00008538607,0.0000228651,0.0001202127],"genre_scores_gemma":[0.00005334891,0.9960682,0.0009169395,0.0004436687,0.0007346767,0.0001322656,0.0001785363,0.00005779831,0.001414536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9739811,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955142334622207,"score_gpt":0.3780752433785127,"score_spread":0.3385238200322906,"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."}}