{"id":"W1973522131","doi":"10.1097/aog.0000000000000409","title":"Prenatal Management of Monoamniotic Twin Pregnancies","year":2014,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestation; Obstetrics; Fetus; Prospective cohort study; Complication; Pregnancy; In utero; Surgery","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":[0.000131717,0.000100183,0.0002696198,0.0001663842,0.00004717028,0.000002501682,0.00007266072,0.0001606391,0.00003472051],"category_scores_gemma":[0.001219144,0.00008348654,0.00004216609,0.000272236,0.0002141054,0.00002795334,0.0001105569,0.000144125,0.000009669484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002289721,"about_ca_system_score_gemma":0.00001371606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000138594,"about_ca_topic_score_gemma":4.852435e-7,"domain_scores_codex":[0.9992316,0.00002800913,0.0001923784,0.000278396,0.00008246655,0.0001870927],"domain_scores_gemma":[0.9988919,0.0005697517,0.00008755557,0.0003369212,0.00006526723,0.00004857932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004881849,0.0006069771,0.1909822,0.001986754,0.0004766491,0.000183492,0.0001893567,0.00000637226,0.0003716228,0.145527,0.0003656561,0.6592551],"study_design_scores_gemma":[0.003446804,0.00137647,0.9543019,0.0005636836,0.0004330972,0.0001392659,0.0003008819,0.0002634607,0.008403945,0.009748294,0.02075355,0.0002686434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958451,0.01030302,0.001036376,0.0006123928,0.0007794513,0.0004288453,0.000002931956,0.00008680653,0.02829917],"genre_scores_gemma":[0.9945185,0.000661862,0.002603989,0.0000674113,0.0000143248,0.0000169417,0.000004432649,0.000009514672,0.002103041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7633197,"threshold_uncertainty_score":0.3404482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093517851041372,"score_gpt":0.2381818267980832,"score_spread":0.2272466482876695,"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."}}