{"id":"W4387396465","doi":"10.1016/j.fertnstert.2023.08.517","title":"INTER-CENTER VARIATION OF PATIENTS’ CLINICAL PROFILES IS ASSOCIATED WITH IVF LIVE BIRTH OUTCOMES","year":2023,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Univariate; Logistic regression; Live birth; Multivariate statistics; Medicine; Multivariate analysis of variance; Multivariate analysis; Odds; Demography; Odds ratio; Clinical significance; Cohort; Retrospective cohort study; Statistics; Internal medicine; Biology; Pregnancy; Mathematics","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":[0.000505278,0.0001097948,0.0003717307,0.00003295064,0.00004269373,0.00001081169,0.00004882083,0.0001093819,0.00008186237],"category_scores_gemma":[0.001823549,0.0000760152,0.00007595232,0.0001150047,0.0001361445,0.00007079638,0.00009563302,0.0001410309,0.0000144363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000021506,"about_ca_system_score_gemma":0.0000326808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227101,"about_ca_topic_score_gemma":0.00005338615,"domain_scores_codex":[0.9988478,0.0001381737,0.0003962893,0.0002615244,0.0002001521,0.0001560363],"domain_scores_gemma":[0.9989813,0.0003697003,0.0001197555,0.0002473725,0.0001765734,0.0001052953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005588555,0.0005701974,0.9899279,0.00009530828,0.00009394733,0.000002908406,0.0005931963,7.126446e-8,0.000002091892,0.000001253497,0.0001727394,0.002951868],"study_design_scores_gemma":[0.001873943,0.0006557991,0.9965904,0.00009654001,0.00005131463,2.070925e-7,0.00005721968,0.0004254213,0.00003347148,0.00007503085,0.00007128269,0.00006934971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984406,0.000008072314,0.0001144472,0.0003231047,0.0001060113,0.0002952385,0.0004340698,0.00008184299,0.0001966336],"genre_scores_gemma":[0.9991562,0.000006958162,0.00008110447,0.0003036014,0.000009484328,0.000008815752,0.0002459582,0.000006503718,0.0001813485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006662557,"threshold_uncertainty_score":0.309981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04661606040398016,"score_gpt":0.3140436135832761,"score_spread":0.267427553179296,"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."}}