{"id":"W6997393647","doi":"","title":"'We cannot change the building’s behaviour’: hospital staff reactions to infrastructure limitations in relation to healthcare quality and safety","year":2015,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Relation (database); Quality (philosophy); Health care; Patient safety; Work (physics); MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004596492,0.0001400367,0.0002124649,0.000466761,0.001517461,0.00008903818,0.0003677699,0.0002193181,0.00003607226],"category_scores_gemma":[0.003121828,0.000140207,0.00005125723,0.001838475,0.0004371526,0.0005918107,0.0002690955,0.0008242433,0.00001064857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479527,"about_ca_system_score_gemma":0.002220085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2817031,"about_ca_topic_score_gemma":0.06272385,"domain_scores_codex":[0.9948172,0.002469543,0.0003065661,0.0004680912,0.001114753,0.0008238606],"domain_scores_gemma":[0.9966143,0.0005838262,0.00006972095,0.0003680803,0.001224271,0.001139817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000387569,0.0002278576,0.2722567,0.0001163653,0.00001992299,0.0001371362,0.4470171,0.00009608484,0.000003816585,0.2531343,0.008814896,0.01778821],"study_design_scores_gemma":[0.0002129272,0.0002832542,0.4461983,0.00003122038,0.000002848026,4.830688e-7,0.3498181,0.000004149791,8.534121e-7,0.002063853,0.2012478,0.000136198],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7349433,0.00002011296,0.0001086874,0.2599519,0.0001323744,0.001830052,0.0001851031,0.00005999242,0.002768457],"genre_scores_gemma":[0.9954926,0.0001916588,0.000289954,0.000152068,0.0001000939,0.00002125261,0.00002479442,0.000009626819,0.003717913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605493,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1325790017730015,"score_gpt":0.3939616050195645,"score_spread":0.2613826032465629,"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."}}