{"id":"W3024500864","doi":"10.1177/0846537120923273","title":"Gallbladder Cancer: Imaging Appearance and Pitfalls in Diagnosis","year":2020,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Gallbladder cancer; Gallbladder; Malignancy; Radiology; Cholecystitis; Cancer; Gallbladder disease; Internal medicine","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":[0.00230463,0.001622467,0.001032327,0.00701691,0.001802415,0.002551863,0.001359679,0.0034908,0.001602344],"category_scores_gemma":[0.01277039,0.0007730438,0.000764701,0.003460819,0.003076964,0.004226551,0.001816499,0.003641975,0.001507223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707795,"about_ca_system_score_gemma":0.00131096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045924,"about_ca_topic_score_gemma":0.006524959,"domain_scores_codex":[0.9978614,0.0005410637,0.0004286837,0.0001404035,0.0006726669,0.0003556924],"domain_scores_gemma":[0.9951592,0.002114902,0.001103522,0.0002642741,0.0009248321,0.0004332774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001718753,0.00006857447,0.09097413,0.0016187,0.00008977808,0.6933678,0.001668776,0.0009721932,0.004699673,0.005394559,0.02074533,0.1802286],"study_design_scores_gemma":[0.000008268648,0.00003175646,0.01038637,0.0008318534,0.00005415103,0.9687636,0.001227239,0.0004342148,0.0007930102,0.002902432,0.01453411,0.0000330651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1866054,0.6317223,0.01888156,0.06709881,0.005935044,0.0002925356,0.0004607206,0.001136161,0.08786744],"genre_scores_gemma":[0.7454709,0.2057049,0.02178968,0.01139206,0.009853013,0.00007859921,0.0002568969,0.0001766945,0.005277151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00701691,"threshold_uncertainty_score":0.01239097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826000441733861,"score_gpt":0.2581957665364667,"score_spread":0.2399357621191281,"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."}}