{"id":"W7109625008","doi":"10.5281/zenodo.17841167","title":"Patient Safety and Quality Improvement Education for Paramedics: Practicing what we Preach","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Patient safety; Quality management; Quality (philosophy); Competency assessment; Patient care; Quality assurance; MEDLINE; Continuing education; Safety standards","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":[0.01356902,0.00070441,0.000515205,0.001531353,0.003660052,0.005682449,0.001381155,0.006836419,0.009910745],"category_scores_gemma":[0.04522958,0.0003944216,0.0004816426,0.0009242847,0.003050651,0.005315789,0.006729638,0.009818219,0.005384129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003846419,"about_ca_system_score_gemma":0.0283517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003448048,"about_ca_topic_score_gemma":0.007931722,"domain_scores_codex":[0.9885018,0.003795618,0.0007480693,0.0005894302,0.005249447,0.00111562],"domain_scores_gemma":[0.9603862,0.008884813,0.004196323,0.001815946,0.00792408,0.01679268],"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":[0.00004962583,0.0007284504,0.01064659,0.001430322,0.00003394321,0.000295828,0.004755755,0.0002894314,0.001158383,0.007096144,0.3501406,0.6233748],"study_design_scores_gemma":[0.0000933491,0.0009617468,0.05619852,0.01063728,0.00005225116,0.002975086,0.009642867,0.0007750933,0.001751452,0.03555023,0.8811959,0.0001662158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01511297,0.02478508,0.01903042,0.8839488,0.006833992,0.0003884185,0.0002231632,0.0007376871,0.04893941],"genre_scores_gemma":[0.3343475,0.09325289,0.1651073,0.3417578,0.01731156,0.001623485,0.001206811,0.0004782773,0.04491447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01356902,"threshold_uncertainty_score":0.07176071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067942606522142,"score_gpt":0.4070954947892447,"score_spread":0.3003012341370305,"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."}}