{"id":"W4309146549","doi":"10.1055/a-1979-8250","title":"In Vitro Fertilization and Adverse Pregnancy Outcomes in the Elective Single Embryo Transfer Era","year":2022,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Dalhousie University","funders":"","keywords":"Medicine; Pregnancy; Obstetrics; Odds ratio; In vitro fertilisation; Retrospective cohort study; Premature birth; Gestation; Cohort study; Live birth; Gynecology; Internal medicine","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":[0.0002263905,0.0000973837,0.0004137818,0.000335403,0.00006673775,0.000001750903,0.0001207528,0.00003704859,0.00003930914],"category_scores_gemma":[0.000131688,0.00006978456,0.00006203747,0.0005001944,0.0003584397,0.00007765345,0.000030041,0.0007191443,3.988894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009979418,"about_ca_system_score_gemma":0.00007953557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001846596,"about_ca_topic_score_gemma":0.00001153964,"domain_scores_codex":[0.9989102,0.0003077385,0.0003045112,0.0001703904,0.0001337061,0.0001734778],"domain_scores_gemma":[0.9995621,0.00009755772,0.0001194516,0.0001434539,0.00005266082,0.00002480977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004530109,0.003537124,0.6296359,0.00008176755,0.0003887559,0.005689637,0.02503883,0.00006560402,0.02666867,0.003845039,0.00003614946,0.3004824],"study_design_scores_gemma":[0.004410082,0.005149043,0.9450579,0.0001159819,0.0001267103,0.007979365,0.02520871,0.0000323924,0.008150768,0.001702184,0.001853974,0.0002129211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923834,0.001314237,0.0001234454,0.005668241,0.0001068202,0.0001815777,0.000001494553,0.000007372101,0.0002134079],"genre_scores_gemma":[0.9992276,0.00004688901,0.0002017934,0.0004388219,0.000008163404,0.0000191748,8.559027e-7,0.000009114525,0.0000475741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3154219,"threshold_uncertainty_score":0.3124364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003932861093337,"score_gpt":0.263610952927303,"score_spread":0.2535716243163696,"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."}}