{"id":"W3190591368","doi":"10.1186/1470-7330-15-s1-o28","title":"Hepatic lesions","year":2015,"lang":"en","type":"article","venue":"Cancer Imaging","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network","funders":"","keywords":"Medicine; Radiology","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":[0.00007345411,0.00007611933,0.000122527,0.00004788089,0.00003528357,0.00001401618,0.00003186049,0.00001464197,0.0001606468],"category_scores_gemma":[0.00002839385,0.00006240809,0.00005199274,0.0001105389,0.00002758115,0.00005994703,0.00001813104,0.00006163982,0.0001177729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232165,"about_ca_system_score_gemma":0.0001728467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358767,"about_ca_topic_score_gemma":0.000006896847,"domain_scores_codex":[0.9994865,0.00001442565,0.00008776641,0.0001286698,0.0001253171,0.0001573146],"domain_scores_gemma":[0.9995545,0.00001176068,0.00002013925,0.0001446415,0.00007004918,0.0001988918],"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":[0.00001474758,0.00002468151,0.9467939,0.00001515892,0.00001864884,0.0001166644,0.0002452473,4.124157e-7,0.000470746,0.00002840055,0.007006016,0.04526538],"study_design_scores_gemma":[0.01253739,0.0003686685,0.2952759,0.001030404,0.001763308,0.0004446419,0.001577347,0.05852066,0.06070354,0.001455996,0.5652453,0.001076872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643961,0.009287127,0.0003078747,0.005225098,0.0002851884,0.0002374665,0.000004205215,0.0001152835,0.02014163],"genre_scores_gemma":[0.9970661,0.0000647723,0.000651721,0.0007889346,0.0001819466,0.00005770527,0.00001218548,0.00001582056,0.001160854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.651518,"threshold_uncertainty_score":0.2544928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490557367020787,"score_gpt":0.3242610419052919,"score_spread":0.1752053052032133,"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."}}