{"id":"W2789901176","doi":"10.1002/hep.29789","title":"cHCC‐CCA","year":2018,"lang":"sk","type":"article","venue":"Hepatology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institutes of Health","keywords":"Terminology; Medicine; Hepatology; H&E stain; Histopathology; Consensus conference; Pathology; Internal medicine; General surgery; Staining","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":[0.0007768479,0.0004348848,0.0005285683,0.003068477,0.001301673,0.00122959,0.0004135836,0.000584106,0.02677258],"category_scores_gemma":[0.002323785,0.0002148494,0.0006640583,0.002797827,0.0006765852,0.0005847234,0.0008634364,0.0007522219,0.009077228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513099,"about_ca_system_score_gemma":0.003028945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205458,"about_ca_topic_score_gemma":0.03647808,"domain_scores_codex":[0.9991709,0.00009643476,0.00008246921,0.0001733969,0.000298225,0.0001785887],"domain_scores_gemma":[0.9989434,0.00008454941,0.000175983,0.0001609502,0.0004146693,0.0002204435],"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":[0.002002025,0.00006785573,0.3565748,0.003675689,0.0004654137,0.007951772,0.0006546791,0.0005391233,0.009039743,0.007277467,0.3878077,0.2239437],"study_design_scores_gemma":[0.0001661312,0.0001454305,0.3072794,0.001289926,0.0004645653,0.02778932,0.000654964,0.0003820338,0.00217307,0.002633922,0.6569456,0.00007560301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2706677,0.0914488,0.009089861,0.007950415,0.005241828,0.002618643,0.08341827,0.002081661,0.5274827],"genre_scores_gemma":[0.804334,0.01856791,0.008718652,0.005036596,0.002161102,0.001525866,0.09533989,0.000590355,0.06372561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9732274,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457341040018299,"score_gpt":0.3135224742923045,"score_spread":0.2889490638921215,"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."}}