{"id":"W4410446217","doi":"10.1002/hpm.3945","title":"Contributing Factors to Safety: What Hospitalized Patients Can Tell Us? A Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Ministério da Ciência, Tecnologia, Inovações e Comunicações; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Patient safety; Cross-sectional study; Medicine; SAFER; Health care; Teamwork; Family medicine; Perception; Occupational safety and health; Nursing; Medical emergency; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002398262,0.000174928,0.0004779655,0.0006900685,0.0007508501,0.001171022,0.00036449,0.0008590815,0.001861905],"category_scores_gemma":[0.00978274,0.0002859402,0.0005198412,0.001157546,0.0004639286,0.001390814,0.0007357484,0.00120566,0.0002357693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005656476,"about_ca_system_score_gemma":0.001142968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005410019,"about_ca_topic_score_gemma":0.005993426,"domain_scores_codex":[0.9987713,0.000504042,0.0002047581,0.0001058231,0.0002200716,0.0001940844],"domain_scores_gemma":[0.9931351,0.002397707,0.002791503,0.0001973913,0.0006567675,0.0008215358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003893176,0.0001444498,0.9932581,0.00008827835,0.00002045842,0.0001108361,0.003209975,0.00001071455,0.00003404346,0.00003419241,0.000305612,0.002744464],"study_design_scores_gemma":[0.00001354107,0.0004710712,0.9731514,0.0003271464,0.00005041862,0.0005654974,0.02372936,0.0001469862,0.00005441196,0.0001244187,0.001346638,0.00001916811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967643,0.0007976216,0.0001068947,0.001212017,0.00001788839,0.0000420092,0.0003111499,0.000002437992,0.0007456524],"genre_scores_gemma":[0.9987546,0.000518001,0.00008838547,0.0003514559,0.00001737712,0.0000364345,0.0001531678,0.00000106964,0.00007938206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005410019,"threshold_uncertainty_score":0.01268339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05261184922210578,"score_gpt":0.455919259107233,"score_spread":0.4033074098851272,"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."}}