{"id":"W7113237640","doi":"","title":"Being there in a crisis: increasing access to the paramedic profession for BME communities","year":2022,"lang":"en","type":"article","venue":"Pure (Coventry University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Ethnic group; Workforce; Psychological intervention; Diversity (politics); Agency (philosophy); Workforce development; Professional development; Continuing professional development; Focus group; Health professionals","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":[0.003855604,0.0002781879,0.0002213815,0.001223735,0.008137845,0.004466842,0.001935926,0.002496952,0.02219023],"category_scores_gemma":[0.0104175,0.0003286162,0.0002744345,0.000787281,0.002029853,0.004471433,0.01454798,0.003063763,0.001225426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332732,"about_ca_system_score_gemma":0.01896286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02354673,"about_ca_topic_score_gemma":0.07793593,"domain_scores_codex":[0.9967615,0.001240465,0.00006689182,0.0001617109,0.0003397672,0.001429763],"domain_scores_gemma":[0.990335,0.0008749452,0.000754849,0.0001285194,0.0007103838,0.007196287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001988527,0.002169291,0.1958451,0.001973664,0.00004105737,0.003033884,0.2447094,0.0001441003,0.002495934,0.01003354,0.08463784,0.4547174],"study_design_scores_gemma":[0.00006125747,0.0007402113,0.1789009,0.002025601,0.00001871909,0.0008866633,0.7164704,0.0002898314,0.0003381886,0.003449366,0.09677366,0.00004523464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.842638,0.002607798,0.000771393,0.1022364,0.0007524322,0.0005618796,0.000221716,0.0001062144,0.05010414],"genre_scores_gemma":[0.9818051,0.001784155,0.00152653,0.007664038,0.0001712662,0.0002524724,0.00009593184,0.00001951036,0.006681019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354673,"threshold_uncertainty_score":0.07423377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06622676770038517,"score_gpt":0.393876547217892,"score_spread":0.3276497795175068,"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."}}