{"id":"W2024545069","doi":"10.12927/hcq.2005.20372","title":"New Approaches to Improving Patient Safety: Strategy, Technology and Funding","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Ministry of Health and Long Term Care; William Osler Health System; Kingston General Hospital","funders":"Cardinal Health","keywords":"Best practice; Patient safety; Business; Medicine; Nursing; Health care; Management; Economic growth; Economics","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":[0.03898901,0.001339646,0.0007179138,0.004469432,0.009608617,0.02047482,0.003156712,0.01261072,0.01231917],"category_scores_gemma":[0.04639982,0.0006507653,0.001152992,0.003661474,0.02015688,0.01187706,0.01090219,0.0118216,0.001414213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06167341,"about_ca_system_score_gemma":0.2228533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3438863,"about_ca_topic_score_gemma":0.4501985,"domain_scores_codex":[0.9532514,0.01662265,0.001378651,0.001652955,0.02147078,0.005623622],"domain_scores_gemma":[0.9202031,0.02612766,0.004377305,0.002669534,0.02362074,0.02300153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009646718,0.0003910625,0.005675578,0.001518365,0.00013597,0.0003359316,0.006019145,0.002425945,0.001237985,0.4851578,0.2744274,0.2225784],"study_design_scores_gemma":[0.0001208032,0.000216149,0.007405438,0.001759166,0.0000463755,0.0001556051,0.006956268,0.002152586,0.0007046392,0.088006,0.8923337,0.0001432022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003446243,0.01252978,0.01050854,0.9073678,0.002210184,0.0001498025,0.00006240214,0.000143574,0.06358172],"genre_scores_gemma":[0.4505717,0.05927404,0.07538767,0.3165727,0.01077964,0.001003342,0.0003536117,0.0002703208,0.08578701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3438863,"threshold_uncertainty_score":0.6837692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.148097029203257,"score_gpt":0.3786590994245982,"score_spread":0.2305620702213412,"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."}}