{"id":"W3001391207","doi":"10.1177/0846537119887871","title":"Extrahepatic Fat-Containing Lesions of the Abdomen and Pelvis: An Organ-Based Approach to Differential Diagnoses","year":2020,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Omental and Epiploic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Differential diagnosis; Pelvis; Abdomen; Radiology; Magnetic resonance imaging; Medical diagnosis; Subcutaneous fat; Female pelvis; Pathology; Adipose tissue; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003185203,0.0002267609,0.001232288,0.0003078898,0.000216364,0.00003400279,0.0002283814,0.0002437635,0.00009366112],"category_scores_gemma":[0.001227454,0.0001539352,0.0003274946,0.000335712,0.00008754787,0.00004571991,0.00002452153,0.0005478479,0.00000279707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320274,"about_ca_system_score_gemma":0.001731954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211417,"about_ca_topic_score_gemma":0.002794503,"domain_scores_codex":[0.9982066,0.0003500842,0.0006653197,0.0002131513,0.0002726263,0.0002922846],"domain_scores_gemma":[0.9978399,0.0003010664,0.0008345365,0.0001850782,0.0001320545,0.0007073989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004298984,0.0003940261,0.03506469,0.005327107,0.001818267,0.00008885995,0.001849385,0.00002457673,0.00003917943,0.0005281814,0.01262386,0.9421989],"study_design_scores_gemma":[0.003228196,0.001924077,0.1038936,0.01351256,0.006469359,0.0007972546,0.001332781,0.0002285981,0.00001144421,0.0001754236,0.86747,0.0009566551],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02088828,0.9653758,0.0006492978,0.004768686,0.001186087,0.002966595,0.001972137,0.00004678716,0.002146277],"genre_scores_gemma":[0.2776365,0.7199803,0.0005001795,0.0004136838,0.0006877987,0.00006227271,0.0003081066,0.00005657983,0.00035464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9412422,"threshold_uncertainty_score":0.6277297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04664329142201833,"score_gpt":0.303503410706112,"score_spread":0.2568601192840936,"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."}}