{"id":"W4214531071","doi":"10.1097/ede.0000000000001474","title":"A Prospective Cohort Study of Seasonal Variation in Spontaneous Abortion","year":2022,"lang":"en","type":"article","venue":"Epidemiology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abortion; Prospective cohort study; Seasonality; Cohort study; Incidence (geometry); Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002875809,0.00006468854,0.0004111232,0.0001068309,0.00005698363,3.460576e-7,0.0000326677,0.00003847632,0.0002413393],"category_scores_gemma":[0.001718552,0.00006171277,0.00003128043,0.0002143162,0.00002287239,0.00002375305,0.00002442599,0.0002698704,0.000004497112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012534,"about_ca_system_score_gemma":0.0001037717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008727697,"about_ca_topic_score_gemma":0.0001495056,"domain_scores_codex":[0.9979572,0.0009427494,0.000453942,0.0003401841,0.000130626,0.0001753399],"domain_scores_gemma":[0.9991881,0.0002898362,0.0002095516,0.0001927821,0.00007724422,0.0000424461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001350593,0.000840782,0.9933557,0.00001429407,0.00003064322,0.00007146138,0.0009718539,0.0006042726,0.0005150023,0.0008467917,0.0001002669,0.001298346],"study_design_scores_gemma":[0.00126663,0.002086943,0.9931009,0.00000375751,0.00003065409,0.0003047031,0.0004483406,0.001046723,0.000003307886,0.001487223,0.0001793681,0.00004147651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956775,0.0001576292,0.0001998769,0.00159784,0.0002015045,0.001721321,0.000003178678,0.00001859171,0.0004225791],"genre_scores_gemma":[0.9986306,0.00001178102,0.0001379363,0.000389031,0.0001577059,0.0005031397,0.00001993037,0.000006330047,0.0001434949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002953172,"threshold_uncertainty_score":0.2642497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805421936702575,"score_gpt":0.3479908687562036,"score_spread":0.3199366493891778,"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."}}