{"id":"W2129032380","doi":"10.12927/cjnl.2003.16337","title":"The Relative Value of Nursing Work: A Study in Progress","year":2003,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Specialty; Nursing; Nursing shortage; Work (physics); Nursing research; Economic shortage; Medicine; Value (mathematics); Knowledge base; Nurse education; Relative value; Team nursing; Psychology; Family medicine; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.08107128,0.0006633037,0.00165404,0.00354412,0.00252113,0.006042858,0.002717078,0.002151575,0.004637433],"category_scores_gemma":[0.05988193,0.000540694,0.002339202,0.009498315,0.004283511,0.009151146,0.002888051,0.002922431,0.001034954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002814772,"about_ca_system_score_gemma":0.01124993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008131051,"about_ca_topic_score_gemma":0.006286264,"domain_scores_codex":[0.9551004,0.03447868,0.003833296,0.001360266,0.003807164,0.00142028],"domain_scores_gemma":[0.7995852,0.1551482,0.00856355,0.007845139,0.02495787,0.003899975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004121855,0.02072243,0.2479718,0.01665186,0.0009891546,0.001208197,0.05631621,0.001157876,0.002518695,0.02096637,0.007824096,0.6195515],"study_design_scores_gemma":[0.0009751761,0.04792498,0.5516052,0.02076718,0.002017313,0.004409695,0.2355971,0.004514638,0.00678794,0.01348256,0.1113536,0.000564464],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010518,0.120211,0.0206762,0.01528716,0.001276256,0.006708687,0.001476314,0.0001177278,0.03319494],"genre_scores_gemma":[0.8663304,0.07319477,0.04659327,0.003699396,0.0007627513,0.003122878,0.001691513,0.00006876628,0.004536228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08107128,"threshold_uncertainty_score":0.4287511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072647743142221,"score_gpt":0.3755829997531873,"score_spread":0.1683182254389652,"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."}}