{"id":"W4396666320","doi":"10.3390/healthcare12090946","title":"Identifying Features of a System of Practice to Inform a Contemporary Competency Framework for Paramedics in Canada","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Saskatchewan Health Authority; Royal Roads University; University of Windsor; University of Ottawa; University of Toronto; Saskatchewan Health; Ottawa Public Health; Queen's University; Canadian Virtual University; Ottawa Hospital","funders":"","keywords":"Psychology; Legislature; Medical education; Nursing; Public relations; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005533139,0.0005054036,0.0003487966,0.006292424,0.01135188,0.009546577,0.002034211,0.0009308808,0.003272057],"category_scores_gemma":[0.01193591,0.0004112829,0.0005948027,0.006056655,0.01370726,0.003113682,0.005108902,0.001682589,0.0002084841],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1876872,"about_ca_system_score_gemma":0.3069086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789072,"about_ca_topic_score_gemma":0.9871359,"domain_scores_codex":[0.9942089,0.001609573,0.000365063,0.0007018303,0.001992692,0.001121984],"domain_scores_gemma":[0.9883818,0.002462885,0.0009270869,0.0005469599,0.005951091,0.001730198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006336895,0.0001033727,0.2364503,0.0008994908,0.00007156094,0.001456577,0.3128136,0.01057455,0.002955633,0.2864553,0.01452449,0.1336318],"study_design_scores_gemma":[0.00003064683,0.0001011378,0.2726171,0.001688967,0.00009792817,0.0005589736,0.4465719,0.02528602,0.001475847,0.05795834,0.1934379,0.000175278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7134209,0.002196738,0.07454264,0.03176922,0.0001558742,0.001670336,0.00240363,0.0004100703,0.1734305],"genre_scores_gemma":[0.9551349,0.0004170337,0.04080655,0.0002399528,0.00000516205,0.0001512235,0.0003389718,0.00003168234,0.002874639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876872,"threshold_uncertainty_score":0.9421676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481524137556075,"score_gpt":0.4300891600400788,"score_spread":0.3552739186645181,"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."}}