{"id":"W6982259304","doi":"","title":"Hospital Emergency Room Visits for Heavy Menstrual Bleeding","year":2021,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Cultural Studies and Interdisciplinary Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University","keywords":"Cohort; Emergency department; Logistic regression; Quartile; Household income; Incidence (geometry); Health care; Socioeconomic status","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001052023,0.0001625887,0.0001984818,0.00009856861,0.001679203,0.0002622956,0.0002850467,0.00006650943,0.003976014],"category_scores_gemma":[0.00004123304,0.0001550449,0.0002312929,0.0001705104,0.00004776289,0.0007936361,0.0004762597,0.0003013549,0.00008164359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147843,"about_ca_system_score_gemma":0.00003664808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004740937,"about_ca_topic_score_gemma":0.001156483,"domain_scores_codex":[0.9988273,0.00003693278,0.0001511007,0.0003584419,0.0002129925,0.0004132497],"domain_scores_gemma":[0.9991003,0.00003557282,0.0000540858,0.0001674069,0.0005174954,0.0001251063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004108775,0.000532067,0.004622509,0.0001684248,0.0009905869,0.0004582471,0.03701435,0.00002977818,0.0008991435,0.678572,0.2647974,0.01150458],"study_design_scores_gemma":[0.0006441534,0.0002574644,0.0007910489,0.00006438223,0.00006213874,0.00000392137,0.04391776,0.00007262032,0.0001897708,0.0009572123,0.9527099,0.0003296898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068017,0.001358055,0.0002068844,0.00687773,0.003263283,0.0005059667,0.0001577992,0.0001630725,0.2806655],"genre_scores_gemma":[0.7346636,0.0002749818,0.0001392038,0.00004061803,0.001151575,0.000003037497,0.00005780109,0.0000215395,0.2636476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6879124,"threshold_uncertainty_score":0.9996205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858261073855411,"score_gpt":0.2582024957554661,"score_spread":0.2196198850169119,"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."}}