{"id":"W2328214114","doi":"10.1097/00001786-200701000-00015","title":"Improving Nursing Shift-to-Shift Report","year":2007,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; Seven Oaks General Hospital","funders":"","keywords":"Control reconfiguration; Mandate; Paradigm shift; Health care; Nursing; Process management; Medicine; Business; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003387179,0.0002440369,0.0004980584,0.0003799831,0.0002173932,0.00007150068,0.0003301844,0.0003428006,0.0001285582],"category_scores_gemma":[0.0004043633,0.0002309139,0.0003345024,0.0004815668,0.0001386094,0.0001950474,0.00001428602,0.0009478957,0.00004405536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008231793,"about_ca_system_score_gemma":0.0001312857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503589,"about_ca_topic_score_gemma":0.00002202598,"domain_scores_codex":[0.9964409,0.000320187,0.001601341,0.0003510911,0.0006395089,0.0006469652],"domain_scores_gemma":[0.9971332,0.0003272688,0.001191009,0.0005501374,0.0003643401,0.0004340588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008706247,0.0006264852,0.02057028,0.00001348455,0.0001802261,0.001745142,0.09262662,0.00002766693,0.0004643619,0.003409851,0.004727513,0.8747377],"study_design_scores_gemma":[0.004182743,0.001455027,0.846751,0.007043311,0.0007741468,0.002990785,0.1271884,0.000001830169,0.002811686,0.00283216,0.002588264,0.001380696],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042714,0.001951056,0.041475,0.002251165,0.01371301,0.0001943059,0.000004265676,0.00007458957,0.03606519],"genre_scores_gemma":[0.9943535,0.00000126844,0.003426371,0.0003178433,0.00178967,8.73507e-7,0.000005121302,0.00004374084,0.00006155549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8733571,"threshold_uncertainty_score":0.9416397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05761791731191316,"score_gpt":0.4422832177141139,"score_spread":0.3846653004022008,"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."}}