{"id":"W4283276437","doi":"10.1148/radiol.210250","title":"Case 307","year":2022,"lang":"en","type":"article","venue":"Radiology","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Abdomen; Vomiting; Nausea; Physical examination; Abdominal pain; Pelvis; Malignancy; Emergency department; Radiology; Surgery; 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":[0.0002415405,0.001464305,0.0007437039,0.002331014,0.003491073,0.001847823,0.001191932,0.00373355,0.06881218],"category_scores_gemma":[0.002370333,0.0005241118,0.000912792,0.001845627,0.0009724318,0.001991313,0.001638761,0.002820437,0.02369035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275439,"about_ca_system_score_gemma":0.001404755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00410657,"about_ca_topic_score_gemma":0.004905508,"domain_scores_codex":[0.9993597,0.00006994101,0.00006590488,0.000173263,0.00009656628,0.0002346065],"domain_scores_gemma":[0.9993504,0.0001064084,0.00009629895,0.00008521377,0.0001026689,0.0002590493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001172076,0.0001694105,0.01683977,0.0001131099,0.00002259356,0.9378769,0.0003775893,0.0001512732,0.000725797,0.002265039,0.0265475,0.01479387],"study_design_scores_gemma":[0.00002779535,0.00004306614,0.002987838,0.0001507314,0.00001378784,0.9679336,0.0004211827,0.0001321979,0.0001825436,0.001767791,0.02632375,0.00001564666],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3520022,0.02132345,0.009265082,0.02950361,0.006522642,0.001010451,0.007625669,0.0008392985,0.5719075],"genre_scores_gemma":[0.8796244,0.00937514,0.00444293,0.01390606,0.003400115,0.0002865943,0.005074854,0.0003544771,0.0835355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06881218,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479776299578435,"score_gpt":0.341287997958104,"score_spread":0.2964902349623196,"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."}}