{"id":"W4213264679","doi":"10.1016/j.cpcardiol.2022.101159","title":"The DIVERSE Study: Determining the Importance of Various gEnders, Races, and Body Shapes for CPR Education Using Manikins","year":2022,"lang":"en","type":"review","venue":"Current Problems in Cardiology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Certification; Latin Americans; Medicine; Representation (politics); Cardiopulmonary resuscitation; Habitus; Medical education; Resuscitation; Emergency medicine; Management; Sociology; Social science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002897857,0.0007184017,0.002503874,0.001316936,0.0002742595,0.001206611,0.0009457105,0.000985021,0.003671173],"category_scores_gemma":[0.006855296,0.0002734306,0.00184693,0.001610599,0.0004945737,0.001200725,0.0006637407,0.001236801,0.0005590261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003798722,"about_ca_system_score_gemma":0.001893557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141962,"about_ca_topic_score_gemma":0.007694183,"domain_scores_codex":[0.9990374,0.0003114469,0.0002580528,0.0001396428,0.0002113055,0.00004225053],"domain_scores_gemma":[0.9964662,0.002650536,0.0003332226,0.00005214497,0.0004312336,0.00006673643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006400286,0.000142018,0.002691823,0.108969,0.0015997,0.00009288702,0.0002637149,0.00007148882,0.0004385407,0.0006884819,0.005961344,0.878441],"study_design_scores_gemma":[0.001487791,0.002709329,0.1135004,0.3387251,0.03753166,0.003487296,0.00325885,0.0003710472,0.001952218,0.002893393,0.4937907,0.0002923555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009507448,0.998224,0.00006174172,0.0002321064,0.0001197021,0.00001877663,0.00004112909,0.000001480934,0.0003503642],"genre_scores_gemma":[0.004047465,0.995186,0.0002097734,0.0002654353,0.00008945818,0.00001798473,0.00005017867,0.000001723201,0.0001319207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003671173,"threshold_uncertainty_score":0.01532555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335601485290851,"score_gpt":0.4139168875252228,"score_spread":0.2803567389961377,"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."}}