{"id":"W4220812144","doi":"10.1017/s1049023x2200036x","title":"Sex and Gender Equity in Prehospital Electrocardiogram Acquisition","year":2022,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"University of Manitoba","keywords":"Gender equity; Perspective (graphical); First responder; Equity (law); Doing gender; Emergency medical services","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002622114,0.0001088161,0.0001500846,0.0005272552,0.0003065249,0.0006946202,0.0003043065,0.0002559598,0.004764183],"category_scores_gemma":[0.01110575,0.00008816872,0.0002867857,0.0004215904,0.00050224,0.0005479559,0.0006564376,0.0002893432,0.0002186144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004194865,"about_ca_system_score_gemma":0.0004943296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602508,"about_ca_topic_score_gemma":0.002932793,"domain_scores_codex":[0.9985889,0.0005934353,0.000124413,0.0002252188,0.0002619242,0.0002061763],"domain_scores_gemma":[0.9933583,0.00276642,0.002720428,0.0002950018,0.0003741768,0.000485714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120507,0.0000265057,0.9843071,0.00004445831,0.0000359907,0.0001052566,0.0007045736,0.0000543464,0.0001074175,0.0004874176,0.0003592681,0.01364723],"study_design_scores_gemma":[0.000005476324,0.00008158849,0.9965838,0.00009478284,0.00001716431,0.0004827506,0.001117656,0.0001637154,0.0001148084,0.0003948265,0.0009385499,0.00000484039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991121,0.002519757,0.0004241573,0.001258037,0.00004952639,0.00002163788,0.0003233477,0.000006425657,0.00427607],"genre_scores_gemma":[0.999404,0.0002705319,0.00004438313,0.00008489064,0.00001725275,0.000003605549,0.00004858429,0.000001828228,0.0001249451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004764183,"threshold_uncertainty_score":0.01593775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373192675070276,"score_gpt":0.3411267188582351,"score_spread":0.3073947921075323,"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."}}