{"id":"W2413766340","doi":"10.1503/cmaj.061588","title":"Retroperitoneal fibrosis","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Vomiting; Nausea; Medicine; Abdomen; Computed tomography; Radiology; Retroperitoneal fibrosis; Abdominal pain; Surgery; Fibrosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003017079,0.0001414526,0.0003014069,0.0002947794,0.0002636093,0.00006612107,0.000174186,0.0005294656,0.005270813],"category_scores_gemma":[0.002648762,0.0001289486,0.0001622167,0.0003794943,0.00004908735,0.000121452,0.00001302716,0.001345458,0.000503892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394224,"about_ca_system_score_gemma":0.002976434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164788,"about_ca_topic_score_gemma":0.01853773,"domain_scores_codex":[0.9964591,0.00008449618,0.0005477532,0.0001770143,0.001917809,0.0008138024],"domain_scores_gemma":[0.9951529,0.000140628,0.0001805196,0.0001475198,0.000444542,0.003933911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008768459,0.0001047847,0.4497657,0.0000310477,0.0002846922,0.005489806,0.0005209125,8.527533e-7,0.001702823,0.0003529855,0.4113756,0.1302831],"study_design_scores_gemma":[0.001160869,0.000161047,0.4435545,0.0001325579,0.00004609601,0.002393028,0.000285912,0.00005319102,0.0004050364,0.00006173564,0.5515779,0.0001681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888819,0.0002408746,0.0003219709,0.06541327,0.001626737,0.0001954274,0.00001919341,0.00006504339,0.04329842],"genre_scores_gemma":[0.9729656,0.0000586432,0.0007663426,0.0186932,0.004873306,0.000002161967,0.00001311007,0.00003453466,0.002593079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1402023,"threshold_uncertainty_score":0.9993714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624150175745444,"score_gpt":0.2647268862242135,"score_spread":0.255102736048468,"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."}}