{"id":"W2997560133","doi":"10.1002/9780471420194.tnmc15.pub3","title":"Liver","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Physical examination; Internal medicine; Radiology; General surgery; Pathology; Gastroenterology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001813459,0.0001914322,0.0004102584,0.0001011686,0.00003805871,0.000009059003,0.0001133353,0.0001651307,0.01194921],"category_scores_gemma":[0.00004072275,0.0001518765,0.0001226607,0.00002370979,0.00008329353,0.000009311506,0.0000743285,0.000193594,0.0004994642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821329,"about_ca_system_score_gemma":0.00007408243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561973,"about_ca_topic_score_gemma":0.001079686,"domain_scores_codex":[0.9993652,0.000005477615,0.00007726921,0.0002326665,0.0001541141,0.0001652495],"domain_scores_gemma":[0.9991952,0.000009165837,0.0001065295,0.0005848539,0.00002644193,0.00007778563],"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":[0.0000163591,0.00006802539,0.0007432273,0.0001462984,0.0001920913,0.0002381585,0.00003222553,1.922845e-9,0.000005043063,0.000007073776,0.9839677,0.01458379],"study_design_scores_gemma":[0.0005880343,0.00006803284,0.01254856,0.0006603427,0.0002030129,0.000037413,0.00000765823,0.000003015329,0.000003468156,0.000002932734,0.9857311,0.0001464477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000502437,0.02079621,0.000003322292,0.0006361363,0.000369924,0.0002159244,0.00119823,0.0001936328,0.9765364],"genre_scores_gemma":[0.0003443654,0.00276325,0.0006729594,0.0005700019,0.00308288,0.00001092147,0.0008718711,0.0002655235,0.9914182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01803296,"threshold_uncertainty_score":0.988954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944898244201167,"score_gpt":0.3202851092577754,"score_spread":0.2808361268157637,"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."}}