{"id":"W2893394538","doi":"10.1016/j.jcrc.2018.09.023","title":"Transition to a newly constructed single patient room adult intensive care unit - Clinicians' preparation and work experience","year":2018,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Medicine; Intensive care unit; Work (physics); Intensive care medicine; Medical emergency; Nursing; Mechanical engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00004161477,0.000158977,0.0003377075,0.0001845544,0.0001008974,0.00003883196,0.00005317917,0.0001205786,0.00007333117],"category_scores_gemma":[0.01787668,0.0001406728,0.0001149437,0.0002564616,0.0004518105,0.0001673232,0.00002236948,0.0002902761,0.000008849542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114297,"about_ca_system_score_gemma":0.0001423231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008995264,"about_ca_topic_score_gemma":0.00002497022,"domain_scores_codex":[0.9986005,0.00009841191,0.0004967002,0.0002026348,0.0003740508,0.0002277238],"domain_scores_gemma":[0.9045963,0.0001642512,0.00008963222,0.0001101045,0.09475747,0.000282201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01648286,0.0003008976,0.01592742,0.0008956037,0.0001438236,0.001200648,0.8754856,0.00000995759,0.02244503,0.0006961882,0.00481442,0.06159754],"study_design_scores_gemma":[0.001658413,0.01012192,0.004941371,0.001243338,0.0003024613,0.0005049285,0.9593619,0.00001235808,0.0209947,0.00008905204,0.0005621582,0.0002074656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899797,0.0004502242,0.002505149,0.005303082,0.0005201822,0.0003150373,0.00002738479,0.00001585256,0.0008833981],"genre_scores_gemma":[0.9595367,0.000003061496,0.001382446,0.03877479,0.000258375,0.000005559495,0.00001728947,0.00001825168,0.000003483172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09438342,"threshold_uncertainty_score":0.9903961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451548857071236,"score_gpt":0.3485764007232928,"score_spread":0.3240609121525804,"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."}}