{"id":"W3085355199","doi":"10.1002/jum.15497","title":"Predictive Value of Single or Combined Ultrasound Signs in the Diagnosis of Ovarian Torsion","year":2020,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Ultrasound; Radiology; Differential diagnosis; Ovarian torsion; Likelihood ratios in diagnostic testing; Positive predicative value; Predictive value; Diagnostic accuracy; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001437653,0.0006090982,0.0005542873,0.002605051,0.0003445691,0.0008056057,0.00056725,0.0009515592,0.003639339],"category_scores_gemma":[0.01838746,0.0003806884,0.0005259452,0.0009141575,0.0009052016,0.0009289777,0.0008235439,0.001096972,0.0004317369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179572,"about_ca_system_score_gemma":0.0004641064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008023775,"about_ca_topic_score_gemma":0.0007723906,"domain_scores_codex":[0.9985246,0.0004818807,0.0001818251,0.0001910502,0.0004202961,0.0002002985],"domain_scores_gemma":[0.983121,0.01069533,0.003132464,0.0004708322,0.001000384,0.001579924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136554,0.0000127427,0.9976169,0.000009475383,0.00002120353,0.0003440261,0.00001255306,0.00008283589,0.0001738839,0.00001084681,0.00003908896,0.001539823],"study_design_scores_gemma":[0.00002866138,0.0003007057,0.9826957,0.00004347202,0.0001345607,0.0123255,0.0002458571,0.003095132,0.0006953873,0.0001171406,0.0003021311,0.00001572671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964465,0.001342445,0.0005420037,0.0001528774,0.00003831183,0.00001818492,0.0002105851,0.00001858417,0.001230373],"genre_scores_gemma":[0.9994878,0.00009572587,0.0001948181,0.00001163582,0.00005507375,0.00000596739,0.0000994384,0.000002531441,0.00004708861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003639339,"threshold_uncertainty_score":0.01217479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075844349160614,"score_gpt":0.2993324975612629,"score_spread":0.2585740540696568,"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."}}