{"id":"W1846440381","doi":"10.1002/pd.4437","title":"Urgent need for better education: example of maternal dyspnea in a twin pregnancy","year":2014,"lang":"en","type":"article","venue":"Prenatal Diagnosis","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Culprit; Twin-to-twin transfusion syndrome; Monochorionic twins; Pregnancy; Obstetrics; Fetoscopy; Twin Pregnancy; Anastomosis; Fetus; Intensive care medicine; Prenatal diagnosis; Surgery; Cardiology","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":[0.0006459967,0.000462247,0.0004744843,0.0006929616,0.002205929,0.0008664085,0.0005338658,0.004172184,0.005167197],"category_scores_gemma":[0.005306089,0.000216032,0.0007683273,0.0003840291,0.0007335323,0.001185205,0.001048711,0.004584737,0.0006363443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037241,"about_ca_system_score_gemma":0.00118023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004963027,"about_ca_topic_score_gemma":0.006984386,"domain_scores_codex":[0.9994602,0.0001937738,0.00005964691,0.00005812539,0.00009158196,0.0001366543],"domain_scores_gemma":[0.9986076,0.0005360262,0.0001571536,0.00004723714,0.0001480374,0.0005039776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001193316,0.0002243923,0.03760271,0.0003601027,0.00007843447,0.824796,0.004071221,0.0003351908,0.0009252104,0.005411434,0.07858885,0.04748709],"study_design_scores_gemma":[0.0000712063,0.0001683263,0.02595885,0.001020984,0.00006952855,0.9040775,0.006394446,0.0007802041,0.0003605407,0.00738531,0.05361807,0.00009514617],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.237886,0.02180384,0.007831139,0.6299075,0.01288032,0.0002897676,0.0003574968,0.0004020915,0.0886419],"genre_scores_gemma":[0.8423333,0.02273071,0.007031989,0.0991989,0.01335668,0.000115402,0.0002004711,0.0001745203,0.01485807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005167197,"threshold_uncertainty_score":0.01728594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982918065255298,"score_gpt":0.2747032415386417,"score_spread":0.2548740608860888,"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."}}