{"id":"W4255935432","doi":"10.1186/1470-7330-14-s1-o5","title":"MR imaging","year":2014,"lang":"en","type":"article","venue":"Cancer Imaging","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital; University Health Network","funders":"","keywords":"Medicine; Medical physics; Nuclear 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":[0.0001156767,0.0001516127,0.0002426265,0.00008322692,0.0001197562,0.00003600399,0.00007943658,0.00001312162,0.0001958934],"category_scores_gemma":[0.00004427598,0.000135337,0.0001006561,0.0001426403,0.00009039828,0.0001129986,0.0000619777,0.0001484572,0.00005170174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001233793,"about_ca_system_score_gemma":0.00006249537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002194077,"about_ca_topic_score_gemma":0.00001719588,"domain_scores_codex":[0.999017,0.00001618588,0.0001571412,0.0002983203,0.0001800559,0.0003313084],"domain_scores_gemma":[0.9994315,0.00003057754,0.00004625864,0.000276776,0.00009582484,0.0001190803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002717871,0.00001533547,0.7946592,0.00006572089,0.00003850916,0.00002714379,0.0004176381,0.000002649751,0.004375833,0.0001643837,0.03045817,0.1697482],"study_design_scores_gemma":[0.002383579,0.0000250364,0.5859995,0.0003338908,0.0002377112,0.0001440348,0.0004324898,0.003778545,0.00531449,0.0002947604,0.4006666,0.0003893873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504356,0.07393489,0.007474402,0.06965284,0.003923237,0.0008192727,0.00002014841,0.00103095,0.3387883],"genre_scores_gemma":[0.9910232,0.0001348216,0.000355033,0.00652368,0.0009861088,0.0000469347,0.000004832638,0.00003295535,0.0008924029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4866673,"threshold_uncertainty_score":0.5518881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363348885397957,"score_gpt":0.2891652216822926,"score_spread":0.275531732828313,"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."}}