{"id":"W2027477438","doi":"10.1002/jcu.20779","title":"Best predictors of grayscale ultrasound combined with color doppler in the diagnosis of retained products of conception","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Ultrasound","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Vascularity; Curettage; Color doppler; Ultrasound; Radiology; Retrospective cohort study; Products of conception; Nuclear medicine; Ultrasonography; Surgery; Pregnancy; Gestation","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":[0.002063849,0.0001569987,0.001095061,0.0001122866,0.00002219474,0.000004121626,0.0002563614,0.0001661578,0.0001486255],"category_scores_gemma":[0.003165865,0.0000834477,0.0002404844,0.0003500897,0.0006386861,0.0001201178,0.00001363643,0.0005225118,0.000001632118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243977,"about_ca_system_score_gemma":0.000313615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001956196,"about_ca_topic_score_gemma":0.0001145643,"domain_scores_codex":[0.9962498,0.0003431758,0.002367473,0.0001668871,0.0006814321,0.0001912395],"domain_scores_gemma":[0.9939552,0.002724731,0.001939274,0.0003073611,0.0009188692,0.0001545924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007731013,0.002369042,0.9845285,0.0007379752,0.0001790056,0.00003500662,0.002091994,0.000002744344,0.001480484,0.0001601854,0.0004081946,0.0002758235],"study_design_scores_gemma":[0.004381698,0.01568538,0.9677006,0.001167694,0.0003424583,0.000337866,0.001765483,0.000001978198,0.007960187,0.0003440562,0.0002278477,0.00008475393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977741,0.0002319491,0.0000111816,0.0004692346,0.0002582559,0.0005159025,0.00003453139,0.000003547448,0.000701283],"genre_scores_gemma":[0.997748,0.0009251461,0.0007970157,0.0001301988,0.0002828448,0.000006657566,0.000007147501,0.00001467037,0.00008829346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682793,"threshold_uncertainty_score":0.3790065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09991906071652973,"score_gpt":0.3614636150848436,"score_spread":0.2615445543683139,"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."}}