{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002704436,0.0004804637,0.0003492155,0.001627156,0.0004891083,0.001135938,0.0003075861,0.0003328241,0.2386455],"category_scores_gemma":[0.0007131763,0.0001181281,0.0004469159,0.00122422,0.0001612371,0.0004574025,0.0007056164,0.0005742493,0.121668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004664355,"about_ca_system_score_gemma":0.0007161406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655988,"about_ca_topic_score_gemma":0.001887709,"domain_scores_codex":[0.9998296,0.00002638246,0.00002218264,0.00002236263,0.00006006232,0.00003937537],"domain_scores_gemma":[0.9996036,0.00002638284,0.00004062311,0.00006717166,0.0001547344,0.0001074198],"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":[0.000579229,0.0001436801,0.01138324,0.001274289,0.00009375048,0.00151686,0.00006658387,0.0001501647,0.00281798,0.006891611,0.397932,0.5771506],"study_design_scores_gemma":[0.00006419868,0.0001197386,0.0106151,0.0003926905,0.00004412909,0.002755443,0.00006004264,0.00005602735,0.001173389,0.002098841,0.9826097,0.00001067218],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01440753,0.02628258,0.002361254,0.004856625,0.003134427,0.0003432352,0.03172834,0.001179898,0.9157061],"genre_scores_gemma":[0.1214121,0.02306088,0.00348764,0.003453396,0.003187401,0.0002688643,0.05831061,0.0004244287,0.7863946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7613545,"threshold_uncertainty_score":0,"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."}}