{"id":"W2973464817","doi":"10.1097/pas.0000000000000773","title":"Biliary Adenofibroma of Liver","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Comparative genomic hybridization; Pathology; Metastasis; Biology; Fluorescence in situ hybridization; Medicine; Cancer; Chromosome; Gene; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001359801,0.0003621662,0.00023465,0.0008925331,0.0005385572,0.0003760155,0.0001581719,0.0003745727,0.002726786],"category_scores_gemma":[0.0009188324,0.0001805942,0.0001588207,0.0005682254,0.0004084229,0.0003072804,0.0004307293,0.0001986223,0.000795219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268501,"about_ca_system_score_gemma":0.0002896987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006350462,"about_ca_topic_score_gemma":0.001242907,"domain_scores_codex":[0.999833,0.00002230346,0.00001840464,0.0000296364,0.00003374798,0.00006299789],"domain_scores_gemma":[0.9994811,0.0001026081,0.000209309,0.00004763854,0.00002180474,0.0001375304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003112335,0.00006365935,0.4258255,0.0002835148,0.0000503153,0.5051464,0.0003879896,0.0001900562,0.02133111,0.0007676599,0.001847182,0.04379538],"study_design_scores_gemma":[0.00001474949,0.0001047666,0.107519,0.00001802054,0.00001467479,0.887444,0.0001000122,0.000110841,0.001494934,0.0002127611,0.002958943,0.000007419918],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902793,0.002683326,0.0009393746,0.000184261,0.0000326659,0.00002953872,0.000154523,0.00009168713,0.005605367],"genre_scores_gemma":[0.9982584,0.0005227387,0.0004194133,0.00006007303,0.00006804278,0.000008081439,0.00008283684,0.000006855856,0.0005735183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002726786,"threshold_uncertainty_score":0.009122014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263846737307387,"score_gpt":0.30109143788455,"score_spread":0.2747067641538112,"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."}}