{"id":"W4320037805","doi":"10.1177/27536386221150947","title":"Paramedic perspectives on sex and gender equity in prehospital electrocardiogram acquisition","year":2023,"lang":"en","type":"article","venue":"Paramedicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"","keywords":"Feeling; Qualitative research; Acute coronary syndrome; Health care; Psychology; Medicine; Perception; Medical emergency; Family medicine; Psychiatry; Social psychology; Myocardial infarction","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":[0.0009604546,0.0002093311,0.0004778505,0.0006342093,0.00007965967,0.00002331911,0.00008906705,0.0001564232,0.000128969],"category_scores_gemma":[0.0004485481,0.0001734652,0.00009369056,0.001089754,0.0003183015,0.00007469657,0.000117711,0.0006263715,0.0002380607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240053,"about_ca_system_score_gemma":0.00009743877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006191941,"about_ca_topic_score_gemma":8.16264e-7,"domain_scores_codex":[0.9976103,0.0001133907,0.0002861173,0.0005270767,0.0008488611,0.0006142037],"domain_scores_gemma":[0.9989393,0.000265721,0.0000463412,0.0003520075,0.00009215737,0.0003044997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005673583,0.00209174,0.374342,0.001176913,0.002686736,0.006962087,0.03921869,0.0004313647,0.01930106,0.008767048,0.373552,0.1657968],"study_design_scores_gemma":[0.007533975,0.004273878,0.9577789,0.0002762864,0.0001980246,0.0005727742,0.01062845,0.005811657,0.0008653984,0.004550773,0.007028594,0.000481256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559852,0.00140522,0.0002465151,0.01535759,0.0001764633,0.001065161,0.000008599481,0.0003419619,0.02541327],"genre_scores_gemma":[0.9939508,0.002096099,0.00009740918,0.002356293,0.0005116999,0.0001272051,0.00007686145,0.00003307925,0.0007504845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834369,"threshold_uncertainty_score":0.7073706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05143178172803575,"score_gpt":0.3998100831581022,"score_spread":0.3483783014300665,"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."}}