{"id":"W2141496075","doi":"10.1016/j.rbmo.2013.01.017","title":"Rapid policy change to single-embryo transfer while maintaining pregnancy rates per initiated cycle","year":2013,"lang":"en","type":"article","venue":"Reproductive BioMedicine Online","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Canadian Sleep & Circadian Network; Hôpital Saint-Luc","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Embryo transfer; Pregnancy rate; Medicine; Gynecology; Obstetrics; Live birth; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004177761,0.0006366103,0.001036178,0.00135418,0.0002326518,0.00002319028,0.0003199026,0.0003869237,0.001100535],"category_scores_gemma":[0.001402857,0.0005062379,0.0001992097,0.002357245,0.000747713,0.0004398701,0.0001835349,0.0007701442,0.0004529241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003196971,"about_ca_system_score_gemma":0.000219295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318902,"about_ca_topic_score_gemma":0.000009680351,"domain_scores_codex":[0.9955203,0.0001631316,0.000816723,0.001975016,0.0005220831,0.001002756],"domain_scores_gemma":[0.9964717,0.00008412729,0.0001482604,0.001829868,0.0009825691,0.0004834971],"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":[0.0007308406,0.004890714,0.01169318,0.0004733849,0.0009916812,0.0003023585,0.005172093,0.000002462491,0.4822913,0.001223251,0.002849671,0.489379],"study_design_scores_gemma":[0.01051615,0.01191512,0.7744904,0.00794561,0.0009369816,0.001954981,0.007164724,0.0001260294,0.1393962,0.003147893,0.04021196,0.00219395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8453712,0.01258533,0.0009496039,0.127638,0.0009534679,0.005553674,0.0001178503,0.001235296,0.005595554],"genre_scores_gemma":[0.9859876,0.0004636881,0.003304353,0.002499443,0.004241032,0.0006251463,0.0004310021,0.0001448492,0.002302905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7627972,"threshold_uncertainty_score":0.9998126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855901673177867,"score_gpt":0.326414553817709,"score_spread":0.2478555370859303,"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."}}