{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005067562,0.0001236488,0.0004502275,0.0002862813,0.00004795002,0.000009327116,0.00008945587,0.0001332261,0.000008183245],"category_scores_gemma":[0.0009698279,0.000119881,0.00005921796,0.0008518732,0.00002056427,0.00009539567,0.00001747492,0.0003732557,0.000001796034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455464,"about_ca_system_score_gemma":0.01865443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7840102,"about_ca_topic_score_gemma":0.2485743,"domain_scores_codex":[0.9980456,0.00008035063,0.0008903797,0.0002321865,0.0005010467,0.0002504218],"domain_scores_gemma":[0.9957371,0.002553359,0.0002159519,0.0003409135,0.0008881224,0.0002645334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001034938,0.00009221876,0.6626179,0.1193905,0.0001342323,0.00011205,0.04120897,0.0002326583,0.00001952675,0.1576423,0.006054662,0.01146],"study_design_scores_gemma":[0.001932908,0.001207199,0.569691,0.06975386,0.0001427652,0.0002126278,0.3368471,0.003658791,0.0006611432,0.002553737,0.01282653,0.000512348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7604116,0.04485086,0.004715742,0.1691454,0.008137223,0.01003661,0.0009206488,0.0002257479,0.001556147],"genre_scores_gemma":[0.9850649,0.0000206052,0.01205087,0.002373697,0.0001576402,0.0001892993,0.00009215214,0.00002665281,0.00002415446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354359,"threshold_uncertainty_score":0.9869089,"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."}}