{"id":"W1995860095","doi":"10.12927/hcq.2008.19657","title":"Canadian Patient Safety Champions: Collaborating on Improving Patient Safety","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Patient safety; Best practice; Medicine; Nursing; Medical emergency; Business; Health care; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005645966,0.0003703818,0.0004911898,0.0003848497,0.004545374,0.000003214393,0.0002299889,0.0004452442,0.0003885462],"category_scores_gemma":[0.0003506895,0.0003541765,0.0001050941,0.0007138909,0.00009136049,0.0002107614,0.00002772316,0.001243807,0.0009612956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651891,"about_ca_system_score_gemma":0.006689475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1257516,"about_ca_topic_score_gemma":0.2260668,"domain_scores_codex":[0.9943469,0.001163048,0.001621589,0.0006724443,0.0007246498,0.001471376],"domain_scores_gemma":[0.9958025,0.0004820288,0.000800069,0.0007871872,0.0006376761,0.001490526],"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":[0.001202035,0.0004462227,0.03992146,0.000986209,0.00008220639,0.0002565015,0.3878572,0.0001760375,0.00009630951,0.01146981,0.02476006,0.532746],"study_design_scores_gemma":[0.00255797,0.006192605,0.09250031,0.001432566,0.00002145861,0.00003415738,0.08184433,0.0005188105,0.00002570872,0.0002025345,0.8136625,0.001007059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829596,0.000843884,0.001264897,0.1203043,0.009334614,0.008211203,0.001932093,0.0007865079,0.02772645],"genre_scores_gemma":[0.9793804,0.0001076602,0.0004930428,0.01834185,0.0003460231,0.0004270303,0.0004002181,0.00006186775,0.000441951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7889024,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964705661669028,"score_gpt":0.3434134740812121,"score_spread":0.3037664174645219,"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."}}