{"id":"W4375932368","doi":"10.2196/40557","title":"Reasons for Ethnic Disparities in the Prehospital Care Pathway Following an Out-of-Hospital Cardiac Event: Protocol of a Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Protocol (science); Medicine; Event (particle physics); Medical emergency; Family medicine; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09230182,0.004657143,0.01703402,0.01406695,0.004472395,0.00767804,0.005828862,0.007590215,0.04276973],"category_scores_gemma":[0.09227888,0.00462218,0.02128001,0.01198251,0.004780151,0.007620636,0.005707392,0.004973196,0.005499796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0166773,"about_ca_system_score_gemma":0.07528184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008255818,"about_ca_topic_score_gemma":0.01783411,"domain_scores_codex":[0.9585678,0.01568268,0.01610179,0.00287717,0.00494085,0.001829738],"domain_scores_gemma":[0.9589267,0.0158322,0.007884215,0.003818335,0.01211679,0.001421841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005308327,0.0004392742,0.00117057,0.9356941,0.003506084,0.0007418722,0.003332786,0.0007941147,0.001059525,0.003929466,0.01039097,0.03363298],"study_design_scores_gemma":[0.02597399,0.003301017,0.006778557,0.7778999,0.02310754,0.0008042729,0.00461324,0.001108845,0.002012106,0.007799493,0.1461287,0.0004724448],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004619751,0.002479298,0.0007215791,0.0002176672,0.0001144224,0.9943269,0.001319283,0.0000298641,0.0003289799],"genre_scores_gemma":[0.0006511011,0.002069027,0.002625284,0.0001884634,0.0000181303,0.9939121,0.0003310425,0.000004555794,0.0002003125],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09230182,"threshold_uncertainty_score":0.4881445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3361132345700953,"score_gpt":0.594642629241008,"score_spread":0.2585293946709126,"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."}}