{"id":"W7023932743","doi":"","title":"Patient safety and quality improvement education for paramedics: Practicing what we preach","year":2018,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient safety; Quality management; Quality (philosophy); Competency assessment; Patient care; Quality assurance; MEDLINE; Continuing education; Safety standards","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000560662,0.0001349448,0.0001969928,0.0001372688,0.001109766,0.000004972208,0.0001255626,0.0001723211,0.0001950492],"category_scores_gemma":[0.0004494049,0.0001321151,0.00004445051,0.0001884612,0.0001739477,0.0009181832,0.0001479028,0.0001894372,0.00005273769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003179275,"about_ca_system_score_gemma":0.0005791537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001778491,"about_ca_topic_score_gemma":0.0001533684,"domain_scores_codex":[0.9984296,0.0002453057,0.0004022122,0.0003389496,0.000229877,0.0003540801],"domain_scores_gemma":[0.9979789,0.0005295551,0.0005618503,0.0003353046,0.000363837,0.0002305111],"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":[0.002197095,0.0008103799,0.02522143,0.001153742,0.0002870197,0.000001474832,0.09984954,0.000005940077,0.001129667,0.04605,0.01282945,0.8104643],"study_design_scores_gemma":[0.001478902,0.0005285571,0.01006584,0.0005676859,0.0001085991,5.623488e-7,0.07884886,0.0001109782,0.0002069607,0.0006161207,0.9072551,0.0002118802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895517,0.0006590865,0.03453784,0.03569548,0.007379183,0.00545166,0.00006486478,0.0002538572,0.02640633],"genre_scores_gemma":[0.9860924,0.00144363,0.001449654,0.004969224,0.0004375077,0.0000629396,0.0001236618,0.00001833027,0.005402682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8944256,"threshold_uncertainty_score":0.8535534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07490497617140673,"score_gpt":0.4108324995074932,"score_spread":0.3359275233360865,"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."}}