{"id":"W2980264729","doi":"10.1016/j.cjca.2019.07.080","title":"WHAT PATIENTS NEED FROM EMERGENCY MEDICAL SERVICES FOLLOWING A SYNCOPE EVENT: A QUALITATIVE DESCRIPTIVE STUDY","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Fainting; Medicine; Medical emergency; Syncope (phonology); Emergency department; Distress; Qualitative research; Nonprobability sampling; Medical record; Emergency medicine; Family medicine; Nursing; Psychiatry; Population; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027425,0.0001934303,0.001057121,0.0002943414,0.00006192119,0.00003114383,0.0002633214,0.0001621487,0.000355639],"category_scores_gemma":[0.0002106486,0.0001659295,0.000871864,0.0001847343,0.00004945496,0.0003478847,0.00003150466,0.0003651815,0.0001099073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725532,"about_ca_system_score_gemma":0.001469373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006438216,"about_ca_topic_score_gemma":0.005849065,"domain_scores_codex":[0.9977382,0.0005489029,0.0006521194,0.0002532767,0.0004369322,0.0003706085],"domain_scores_gemma":[0.9983565,0.00008251865,0.0002140233,0.0002943822,0.0002883933,0.000764217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003132372,0.00006409237,0.8789376,0.00004970079,0.01084966,0.001450163,0.08739459,0.0002304219,0.00004038867,0.00002276082,0.003176587,0.0174708],"study_design_scores_gemma":[0.01367316,0.002338799,0.4302357,0.0007893261,0.001695473,0.0001583107,0.4986717,0.00004167396,0.00001068098,0.0004040657,0.05149943,0.0004816874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877676,0.003706919,0.0001696196,0.0004939011,0.005615863,0.0004621035,0.00001541902,0.000005756444,0.001762808],"genre_scores_gemma":[0.9989322,0.0001510377,0.00002570771,0.0002491987,0.0004488268,0.000006395966,0.00002645909,0.00002659216,0.0001335567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487019,"threshold_uncertainty_score":0.9732699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212347565004042,"score_gpt":0.2802616678864581,"score_spread":0.2681381922364177,"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."}}