{"id":"W4323438627","doi":"10.1093/humrep/dead040","title":"Prevalence, causes, and impact of non-visualized pregnancy losses in a recurrent pregnancy loss population","year":2023,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Pregnancy; Obstetrics; Population; Medicine; Gynecology; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005865227,0.000158544,0.0002599566,0.00111887,0.0002935933,0.0004696787,0.0004312595,0.0002688481,0.0009924751],"category_scores_gemma":[0.002730902,0.0002044418,0.0003549936,0.0008036516,0.0002720648,0.0004314159,0.0004876211,0.0002932976,0.0001329306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258814,"about_ca_system_score_gemma":0.0002902386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00333157,"about_ca_topic_score_gemma":0.003374622,"domain_scores_codex":[0.9995012,0.0001268213,0.00006101704,0.0001257518,0.00009674709,0.00008838349],"domain_scores_gemma":[0.9987046,0.0002544525,0.0007323737,0.00007326591,0.00006521578,0.0001700311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003497927,0.00001133574,0.9989636,0.000005962384,0.00001432771,0.000124341,0.00003804547,0.000009310071,0.00004350294,0.000009177338,0.00002422841,0.0007212976],"study_design_scores_gemma":[0.000002764783,0.00008406588,0.9982997,0.000007056029,0.0000180093,0.001156582,0.0002324015,0.0001086546,0.00001903254,0.00001321015,0.0000562202,0.000002483404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992084,0.0004214618,0.0000298157,0.00002914369,0.000002246988,0.000006391039,0.0001431373,0.000001928283,0.0001574652],"genre_scores_gemma":[0.9995623,0.0001882712,0.00003252117,0.0000121522,0.000008097561,0.00000580404,0.0001551513,7.669238e-7,0.00003491049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00333157,"threshold_uncertainty_score":0.006624341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432385563817061,"score_gpt":0.3495483987962426,"score_spread":0.315224543158072,"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."}}