{"id":"W2304256873","doi":"10.1093/humrep/dew010","title":"Signs and symptoms associated with early pregnancy loss: findings from a population-based preconception cohort","year":2016,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Pregnancy; Medicine; Nausea; Obstetrics; Vomiting; Vaginal bleeding; Incidence (geometry); Early Pregnancy Loss; Cohort; Population; Cohort study; Gestation; Prospective cohort study; Gynecology; Surgery; Internal medicine","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":[0.000312932,0.0001760335,0.000272628,0.0001183858,0.0002152963,0.00002701193,0.00003321924,0.0001248246,0.0001620494],"category_scores_gemma":[0.0003224902,0.0001236418,0.00004375641,0.0001547768,0.0001034434,0.0002640311,0.000008205274,0.0001288012,0.00002038117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474368,"about_ca_system_score_gemma":0.00005318281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000343596,"about_ca_topic_score_gemma":0.00007517341,"domain_scores_codex":[0.9980891,0.00009312227,0.0003174654,0.0009609172,0.0002995137,0.0002399278],"domain_scores_gemma":[0.9988526,0.0000444075,0.000207818,0.0005386102,0.0002436346,0.0001129856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640837,0.0001183842,0.9493364,0.0000279833,0.00006598412,0.000003413109,0.0001729744,0.000002990318,0.03313097,0.00007449056,0.00003601092,0.01676631],"study_design_scores_gemma":[0.002037055,0.001074489,0.9916873,0.0009051153,0.0001497471,0.00001044076,0.00001727549,0.000009698747,0.003428809,0.0004424948,0.00006388839,0.0001737029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965668,0.0002213388,0.0005060887,0.001031448,0.0001689525,0.00116377,0.00001069582,0.0002089702,0.0001219574],"genre_scores_gemma":[0.9973176,0.00001729005,0.00008932754,0.00004696934,0.0005879194,0.0001432943,0.0001841115,0.00003245667,0.001581074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235088,"threshold_uncertainty_score":0.5041965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187338511023885,"score_gpt":0.268614348100833,"score_spread":0.2498804969984445,"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."}}