{"id":"W2113512773","doi":"10.1016/j.mpdhp.2015.04.003","title":"Intracholecystic papillary-tubular neoplasm","year":2015,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Subtyping; Neoplasm; Pathology; Dysplasia; Medicine; Gallbladder; Intraductal papillary mucinous neoplasm; Pathological; Internal medicine; Pancreas; Computer science","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":[0.0009425792,0.0004083085,0.0002724096,0.00331909,0.0007055548,0.0007381897,0.0004785495,0.0003826919,0.004888453],"category_scores_gemma":[0.002261034,0.0002853356,0.0003137142,0.001464666,0.001208945,0.001311758,0.0008227281,0.00037714,0.0005359657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003996418,"about_ca_system_score_gemma":0.0007029143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013748,"about_ca_topic_score_gemma":0.002169184,"domain_scores_codex":[0.9995595,0.00006162253,0.00008690634,0.00007594419,0.0001089056,0.0001071398],"domain_scores_gemma":[0.9987858,0.0003685258,0.0002295539,0.0002228631,0.0001804393,0.0002129448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0004785333,0.00008935793,0.8835177,0.000308275,0.0001001833,0.07544365,0.0008052268,0.0000783143,0.01808144,0.001081799,0.0003045761,0.0197109],"study_design_scores_gemma":[0.000047601,0.0004111711,0.5899449,0.0001041859,0.0003894096,0.3740429,0.00279448,0.000610975,0.0207732,0.001115396,0.009729775,0.00003604603],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980747,0.003169323,0.001015403,0.0001156683,0.00003913333,0.0000336058,0.00008938646,0.00004984661,0.01474054],"genre_scores_gemma":[0.9977284,0.0006262223,0.0006350259,0.00003828454,0.00004958283,0.000006032118,0.00005692295,0.000007286456,0.0008522253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004888453,"threshold_uncertainty_score":0.01635349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370590428389244,"score_gpt":0.2721356483784441,"score_spread":0.2384297440945516,"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."}}