{"id":"W2151599878","doi":"10.1016/j.jpeds.2011.02.017","title":"The Epidemic of Multiple Gestations and Neonatal Intensive Care Unit Use: The Cost of Irresponsibility","year":2011,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Gestation; Neonatal intensive care unit; Intensive care unit; Pediatrics; Assisted reproductive technology; Obstetrics; Emergency medicine; Pregnancy; Intensive care medicine; Infertility","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001209879,0.00007769123,0.0002083192,0.00008067494,0.0001535644,0.000002105535,0.0002104645,0.00007770172,0.000004789156],"category_scores_gemma":[0.009716664,0.00003319345,0.00007228587,0.0002562174,0.0007735457,0.00006813056,0.00008262946,0.0005639479,6.5492e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968836,"about_ca_system_score_gemma":0.0001686888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425486,"about_ca_topic_score_gemma":0.00003159011,"domain_scores_codex":[0.9989641,0.0002578878,0.0004282181,0.00007196298,0.0001718497,0.000105999],"domain_scores_gemma":[0.9945169,0.002482564,0.0006267116,0.0004129564,0.001925533,0.00003533534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001812997,0.00005608647,0.9563562,0.0001255122,0.0001002677,0.00002379397,0.02570481,0.00001373423,0.0004370669,0.000649348,0.0005117143,0.01420846],"study_design_scores_gemma":[0.0008805775,0.0004439192,0.9385069,0.00006159778,0.000873076,0.0005445175,0.05403185,0.0000139394,0.002796965,0.001517965,0.0002754374,0.00005326366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847307,0.01298252,0.0005252049,0.001230032,0.0001734328,0.0002808276,0.00002021805,0.000005674086,0.00005144306],"genre_scores_gemma":[0.9973197,0.002154692,0.0003534433,0.00004711692,0.00006864736,0.000001386117,8.577908e-7,0.000006073595,0.00004807381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02832704,"threshold_uncertainty_score":0.9986249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07051304402659868,"score_gpt":0.3060068915061446,"score_spread":0.2354938474795459,"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."}}