{"id":"W3110550487","doi":"10.1093/humrep/deaa270","title":"Effect of publicly funded assisted reproductive technology on maternal and infant outcomes: a pre- and post-comparison study","year":2020,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Institut National de Santé Publique du Québec; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Assisted reproductive technology; Medicine; Pregnancy; Confidence interval; Preeclampsia; Live birth; Relative risk; Obstetrics; Public health; Infant mortality; Demography; Population; Environmental health; Infertility; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008091754,0.0003154885,0.0008751212,0.0004487511,0.0001925566,0.00001972842,0.0001170928,0.0002342521,0.00001607543],"category_scores_gemma":[0.001989943,0.0002438732,0.00007036879,0.0005320459,0.0004817169,0.0001257102,0.0001856353,0.0006470356,0.000005583888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004392579,"about_ca_system_score_gemma":0.00001929128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001201975,"about_ca_topic_score_gemma":0.00001384966,"domain_scores_codex":[0.996935,0.0002065151,0.0005608433,0.001778645,0.00027896,0.0002400947],"domain_scores_gemma":[0.9979487,0.00004591423,0.0003797305,0.001276668,0.0002549549,0.00009404306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001910849,0.0005684475,0.9092358,0.0003041795,0.0004273402,0.00002830692,0.0009896756,0.000001321698,0.04604049,0.0004532406,0.00003821145,0.04000212],"study_design_scores_gemma":[0.002398717,0.01338634,0.8453055,0.00009798717,0.0003475398,0.0002454584,0.0006191402,0.000004865579,0.137215,0.0001301581,0.00008464258,0.0001646035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897705,0.0007607891,0.00001387089,0.006351526,0.0001803619,0.002196957,0.00000344715,0.0004664887,0.0002560397],"genre_scores_gemma":[0.999121,0.00001123856,0.0001450345,0.00004708974,0.000176796,0.0001283741,0.000008719791,0.00003484601,0.0003269312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09117453,"threshold_uncertainty_score":0.994486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485696462529331,"score_gpt":0.3313436001338346,"score_spread":0.3064866355085413,"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."}}