{"id":"W2037384639","doi":"10.1002/j.2048-7940.2003.tb02058.x","title":"Nursing Time and Work in an Acute Rehabilitation Setting","year":2003,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Staffing; Nursing; Rehabilitation; Medicine; Acute care; Psychological intervention; Work (physics); Health care; Primary nursing; Legislation; Skill mix; Nurse education; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001147265,0.0002502792,0.0002777957,0.0005878852,0.0002848564,0.0001688963,0.0001014391,0.0001300029,0.00005907269],"category_scores_gemma":[0.0009771663,0.0002944457,0.00006806398,0.0008730358,0.0003258681,0.0008165007,0.000005726069,0.0002289933,0.00003823836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009342806,"about_ca_system_score_gemma":0.00004107405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008543242,"about_ca_topic_score_gemma":0.000005367813,"domain_scores_codex":[0.9972281,0.0007716884,0.0005660738,0.0006459623,0.0003123063,0.0004758658],"domain_scores_gemma":[0.9982105,0.0008984866,0.0001669763,0.0004172575,0.0001380962,0.0001687147],"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":[0.0009104669,0.002804226,0.03395519,0.0001940552,0.00002951136,0.00000308754,0.1688536,0.001093037,0.01429159,0.01547649,0.01740008,0.7449886],"study_design_scores_gemma":[0.005019605,0.004296008,0.8238509,0.009213247,0.0003546279,0.00004847712,0.0412158,0.00588016,0.001332386,0.09660436,0.01023601,0.001948451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752109,0.0002155637,0.000349214,0.01676906,0.00294406,0.0009180717,0.000002336988,0.0002310149,0.003359764],"genre_scores_gemma":[0.9368481,0.000001722289,0.06231296,0.000260248,0.00007844972,0.00004292259,0.00003301165,0.00005888706,0.0003636639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7898957,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007299525023381812,"score_gpt":0.3082054802888413,"score_spread":0.3009059552654594,"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."}}