{"id":"W2092345909","doi":"10.1186/1472-6963-12-286","title":"A taxonomy of nursing care organization models in hospitals","year":2012,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Nursing education and management","field":"Nursing","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Université de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Nursing; Nursing research; Acute care; Health care; Nursing care; Team nursing; Nursing Outcomes Classification; Medicine; Health administration; Nursing shortage; Focus group; Primary nursing; Context (archaeology); Data collection; Nurse education; Public health; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003904456,0.0007023799,0.0003414495,0.003577371,0.003044659,0.006880831,0.001809448,0.001607371,0.002399815],"category_scores_gemma":[0.007760074,0.0002909176,0.0009282313,0.004886319,0.005976473,0.004900278,0.00199472,0.001282096,0.0004692231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01541294,"about_ca_system_score_gemma":0.01195681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05638114,"about_ca_topic_score_gemma":0.0372922,"domain_scores_codex":[0.9935431,0.003140935,0.000429368,0.0004078443,0.001793288,0.0006854747],"domain_scores_gemma":[0.9914728,0.003053976,0.001432397,0.0007129445,0.002543018,0.0007848286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004653224,0.000200765,0.04609001,0.0004403398,0.00005210723,0.0005152696,0.04460826,0.007947826,0.0005790024,0.7828343,0.00834237,0.1083433],"study_design_scores_gemma":[0.00008646949,0.0003240477,0.05625021,0.001912072,0.00006127612,0.001955281,0.07289587,0.05980678,0.0004287215,0.5638608,0.242274,0.0001445329],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3378391,0.009200632,0.3529731,0.01294645,0.0003739367,0.003271835,0.0009367837,0.000655,0.2818033],"genre_scores_gemma":[0.885995,0.001954836,0.1044953,0.0003658856,0.00004585775,0.001233899,0.0006536378,0.0000276066,0.005227973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05638114,"threshold_uncertainty_score":0.1121059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09335138763884936,"score_gpt":0.4398836099738515,"score_spread":0.3465322223350021,"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."}}