{"id":"W6961117547","doi":"10.14288/1.0418462","title":"In vitro fertilization (IVF) and twin pregnancy outcomes","year":2022,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Twin Pregnancy; Pregnancy; In vitro fertilisation; Logistic regression; Gestational diabetes; Embryo transfer; Body mass index; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007790739,0.000168213,0.0002093662,0.000621614,0.0004442768,0.0005965616,0.0003207291,0.0002283473,0.002222135],"category_scores_gemma":[0.005045768,0.00008837233,0.0002065875,0.0009803324,0.0003322395,0.00019434,0.0003845488,0.0004575516,0.0001241362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915767,"about_ca_system_score_gemma":0.0008539586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314426,"about_ca_topic_score_gemma":0.02481181,"domain_scores_codex":[0.999448,0.0001267365,0.00006287516,0.00007626484,0.0002000224,0.00008603831],"domain_scores_gemma":[0.9967458,0.0007345621,0.00159775,0.0001059348,0.0003509861,0.0004648891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180551,0.00001585855,0.9954833,0.00003908161,0.00005838959,0.000246282,0.00007703604,0.00009996481,0.0001189652,0.00006955473,0.0001575775,0.003516019],"study_design_scores_gemma":[0.000006141156,0.00004850631,0.9968335,0.00005435133,0.00007658454,0.001787271,0.0001400266,0.0002443962,0.000186163,0.0001443519,0.0004742781,0.000004457329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929302,0.003364793,0.0001864877,0.0002413507,0.00002093585,0.00001640585,0.0007248643,0.000004172051,0.00251078],"genre_scores_gemma":[0.9984691,0.0008230824,0.00008543167,0.00002010969,0.000008398819,0.000005359033,0.0003251091,0.000001790124,0.000261567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314426,"threshold_uncertainty_score":0.04601908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009552961644497268,"score_gpt":0.1981038329704444,"score_spread":0.1885508713259471,"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."}}