{"id":"W2155154053","doi":"10.12927/hcq..16474","title":"Restrictive Visitor Policies: Feedback from Healthcare Workers, Patients and Families","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Visitor pattern; Medicine; Limiting; Next of kin; Health care; Nursing; Best practice; Family medicine; Medical emergency","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"],"consensus_categories":[],"category_scores_codex":[0.0003412441,0.0005141004,0.0007147758,0.0003246335,0.001531249,0.00003811741,0.0002443158,0.0006748142,0.0001053572],"category_scores_gemma":[0.001024381,0.0004851237,0.0001246604,0.0006204913,0.0001900844,0.0002823987,0.00004875446,0.001391177,0.0003494072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529492,"about_ca_system_score_gemma":0.0008654707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02999837,"about_ca_topic_score_gemma":0.004394655,"domain_scores_codex":[0.9938818,0.00223336,0.001145887,0.0008552701,0.0005925156,0.00129113],"domain_scores_gemma":[0.9928881,0.002521995,0.0004830109,0.0006798811,0.002672401,0.0007546229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002851803,0.00008369679,0.8619234,0.000453458,0.00006052063,0.00001423799,0.05633143,2.930816e-7,0.00001521417,0.005697562,0.05895582,0.0161792],"study_design_scores_gemma":[0.002737344,0.002942626,0.6443277,0.001874037,0.00003950848,0.000002498932,0.2630549,0.000005995805,0.00001760382,0.002883056,0.08137991,0.0007348082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755126,0.00212443,0.0000637051,0.006562456,0.007882508,0.001954512,0.001073156,0.0002709011,0.004555746],"genre_scores_gemma":[0.9789526,0.0002859143,0.0004317057,0.01865026,0.0005686172,0.0002176337,0.0003776097,0.00008605271,0.0004295557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175957,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332425644440759,"score_gpt":0.3517748569300877,"score_spread":0.3084506004856801,"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."}}