{"id":"W3067537213","doi":"10.1097/md.0000000000022268","title":"Impact of ultrasound in diagnosis of hydatidiform mole in early pregnancy","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Obstetrics; Mole; Ultrasound; Pregnancy; Gynecology; Radiology; 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":[0.00007205408,0.000108938,0.0004774468,0.0001530755,0.000005375355,5.979661e-7,0.00005944645,0.00002783695,0.0003032603],"category_scores_gemma":[0.002404032,0.0000775467,0.00005644739,0.0005189143,0.000152089,0.00003838809,0.00002046926,0.00009823568,0.000005681874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005130702,"about_ca_system_score_gemma":0.00009116037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008441582,"about_ca_topic_score_gemma":0.00003047922,"domain_scores_codex":[0.9989418,0.00002064636,0.0004285394,0.0001480572,0.0003155416,0.0001454631],"domain_scores_gemma":[0.9991387,0.0004326134,0.0001042041,0.0001186567,0.00009308002,0.0001127296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150768,0.000242338,0.9915131,0.0003199707,0.00005858534,0.0000555867,0.003541725,0.0000509193,0.002550288,0.00005494731,0.0006090481,0.000788461],"study_design_scores_gemma":[0.003287605,0.001750382,0.9919283,0.001747825,0.00005783582,0.000002254991,0.0004202011,0.00005115811,0.0005378328,0.0001466263,0.00001882323,0.00005118219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994986,0.001366699,0.00001853805,0.00173375,0.00002395998,0.0003024769,0.00002976445,0.000007843462,0.001530952],"genre_scores_gemma":[0.9993051,0.0003560927,0.0001372265,0.0000780805,0.00004103856,0.00003279061,0.00002055405,0.00001064232,0.00001851406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004319045,"threshold_uncertainty_score":0.3320487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664167830847785,"score_gpt":0.3126547415450912,"score_spread":0.2860130632366133,"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."}}