{"id":"W2167260418","doi":"10.1067/j.cpradiol.2012.11.001","title":"Spectrum of Imaging Manifestations in Non-neoplastic Gastric Pathologies","year":2013,"lang":"en","type":"review","venue":"Current Problems in Diagnostic Radiology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Stomach; Radiology; Broad spectrum; Salient; Pathology; Internal medicine; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002132067,0.0005114916,0.002082834,0.001028003,0.00002268943,0.00001041956,0.0002295245,0.0001499018,0.00006163271],"category_scores_gemma":[0.003355365,0.0004017492,0.0002515433,0.0005765551,0.0002290068,0.00006184213,0.0001101772,0.0007283851,0.0001040589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436224,"about_ca_system_score_gemma":0.0002914581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007373707,"about_ca_topic_score_gemma":0.00004592465,"domain_scores_codex":[0.9970745,0.0002029373,0.001368917,0.0005951358,0.0001365334,0.0006220053],"domain_scores_gemma":[0.9957123,0.003200839,0.0005554192,0.0003845062,0.00004824838,0.00009862152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000005643204,0.001199465,0.3328262,0.02426864,0.00006732167,0.0009479896,0.000102793,0.0001353566,6.960739e-7,0.0001066856,0.000543488,0.6397957],"study_design_scores_gemma":[0.01096962,0.003521252,0.5402853,0.3451245,0.004619886,0.02722401,0.0002642616,0.0007612936,6.928922e-7,0.009651105,0.05546387,0.002114175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001851206,0.9939414,0.0006195083,0.00004901639,0.0005274536,0.00271511,0.00005852025,0.00002763931,0.0002101134],"genre_scores_gemma":[0.007970746,0.9896125,0.0006866301,0.000005578932,0.00005116181,0.001151214,0.0004557438,0.00004752187,0.00001894824],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6376815,"threshold_uncertainty_score":0.9998434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189613402844596,"score_gpt":0.3384629576212599,"score_spread":0.2965668235928139,"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."}}