{"id":"W7065667098","doi":"","title":"Falls Prevention at a Portuguese Teaching Hospital: A Case Study of a Non-Hierarchical, Employee-Centred Approach to Patient Safety","year":2014,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Patient safety; Portuguese; Poison control; Health care; Occupational safety and health; Human factors and ergonomics","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":[0.0009674664,0.0007947747,0.0005321895,0.00111163,0.01538032,0.002516886,0.002592693,0.005056605,0.004838687],"category_scores_gemma":[0.004871366,0.0008953694,0.0007965876,0.001578623,0.003174276,0.001103589,0.003261643,0.003593328,0.000656295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006239523,"about_ca_system_score_gemma":0.006879134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03659348,"about_ca_topic_score_gemma":0.1425806,"domain_scores_codex":[0.9980778,0.0005481658,0.00009988526,0.0001442064,0.0002420616,0.0008879418],"domain_scores_gemma":[0.9955555,0.0007432797,0.0007489514,0.0001198569,0.0003016304,0.002530734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002496987,0.004246892,0.2173035,0.0004516025,0.0001237635,0.5255784,0.2073017,0.001024214,0.00159375,0.004014854,0.007172587,0.03093899],"study_design_scores_gemma":[0.00005678133,0.001764891,0.1131989,0.0008779154,0.0000681333,0.2207147,0.6405845,0.001423862,0.000673244,0.001656298,0.01881742,0.0001633623],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895062,0.0003161757,0.0004824719,0.003741277,0.00007731397,0.00007702893,0.00004801435,0.00001486779,0.005736808],"genre_scores_gemma":[0.9946148,0.0005290026,0.0007434745,0.001047813,0.00004997098,0.00002651528,0.00002561583,0.00002009662,0.002942769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03659348,"threshold_uncertainty_score":0.072761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940545279769865,"score_gpt":0.2728377537622336,"score_spread":0.253432300964535,"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."}}