{"id":"W4310093760","doi":"10.1097/ruq.0000000000000629","title":"Obstetric Ultrasonography in Postgraduate Radiology Training","year":2022,"lang":"en","type":"article","venue":"Ultrasound Quarterly","topic":"Radiology practices and education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Medicine; Residency training; Ultrasonography; Turkish; Family medicine; Obstetrics and gynaecology; Training (meteorology); Obstetric ultrasound; Radiology; Pregnancy; Medical education; Continuing education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002070031,0.0002425506,0.0001680984,0.0008592674,0.0004788832,0.0006468832,0.0005061803,0.0005505562,0.01430098],"category_scores_gemma":[0.01340811,0.000178967,0.0001886396,0.0009050852,0.0003898665,0.000611855,0.0009424539,0.0005094852,0.001929494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518947,"about_ca_system_score_gemma":0.001974033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954719,"about_ca_topic_score_gemma":0.001683268,"domain_scores_codex":[0.9972052,0.001110909,0.000393588,0.0002127563,0.0006219635,0.0004555601],"domain_scores_gemma":[0.9915375,0.001745631,0.002358094,0.0002584697,0.001859655,0.002240702],"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":[0.0001934147,0.0003785295,0.8178667,0.0009966316,0.0000226033,0.001489769,0.002210961,0.0001577168,0.001116549,0.0004643332,0.01369892,0.1614038],"study_design_scores_gemma":[0.00002800461,0.0006397815,0.9555888,0.0006466216,0.00002785091,0.006057512,0.003492354,0.0002233226,0.0005510278,0.0001714387,0.03256039,0.00001280758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9562882,0.009942603,0.0008570374,0.005634504,0.0009119531,0.0001137074,0.0006008241,0.00008547465,0.02556571],"genre_scores_gemma":[0.9939208,0.001723237,0.000665473,0.001262924,0.0002222752,0.00004006728,0.000245639,0.00001077173,0.001908778],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01430098,"threshold_uncertainty_score":0.04784149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741453450094096,"score_gpt":0.2800258473078227,"score_spread":0.2526113128068818,"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."}}