{"id":"W4381435688","doi":"10.1111/aji.13737","title":"Intravenous immunoglobulin use in patients with unexplained recurrent pregnancy loss","year":2023,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre; CReATe Fertility Centre; University of Toronto; Montreal General Hospital; Montreal Children's Hospital; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Pregnancy; Cohort; Gestation; Retrospective cohort study; Pediatrics; Live birth; Cohort study; Obstetrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007942927,0.0003917459,0.001116603,0.0008165084,0.0001376841,0.00002218592,0.0005500723,0.0001460924,0.00006299203],"category_scores_gemma":[0.0008472836,0.000300363,0.0001655604,0.001623971,0.001337601,0.0004747298,0.0001532208,0.0008700211,0.00023715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973543,"about_ca_system_score_gemma":0.0002061673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742024,"about_ca_topic_score_gemma":0.00001898637,"domain_scores_codex":[0.9960541,0.001160495,0.001070795,0.0008242304,0.0001383439,0.0007520858],"domain_scores_gemma":[0.9963439,0.0002765594,0.001406236,0.001030143,0.0009066117,0.00003656634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007122711,0.001227742,0.8152884,0.00003801935,0.001998269,0.0002993344,0.004685486,0.0001174072,0.01455988,0.0003762941,0.0006498623,0.1536366],"study_design_scores_gemma":[0.004039919,0.007368274,0.9775192,0.000643024,0.00006662608,0.0005185482,0.001124804,9.111671e-8,0.005067685,0.0002015772,0.003063095,0.0003871396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878757,0.008792893,0.00006559998,0.0005591109,0.001963288,0.0005778075,0.00003235785,0.00006219626,0.00007107076],"genre_scores_gemma":[0.9984339,0.0005198913,0.0002128574,0.00002302339,0.00008862385,0.00002967196,0.00005770716,0.00005084242,0.0005835045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622308,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009189482255287354,"score_gpt":0.2238360036123353,"score_spread":0.214646521357048,"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."}}