{"id":"W2049527767","doi":"10.1016/j.healthpol.2009.12.016","title":"Trends and costs of overtime among nurses in Canada","year":2010,"lang":"en","type":"article","venue":"Health Policy","topic":"Nursing education and management","field":"Nursing","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Overtime; Casual; Medicine; Emergency department; Nursing shortage; Wage; Payroll; Economic shortage; Nursing; Business; Labour economics; Economics; Accounting; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489254,0.0001928156,0.0003672782,0.002324633,0.002414481,0.002042072,0.001660244,0.001118154,0.003045241],"category_scores_gemma":[0.005168109,0.0003680465,0.0007587185,0.005394747,0.0006549113,0.0009007753,0.0009151445,0.001684746,0.0002053409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04916259,"about_ca_system_score_gemma":0.04386218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906944,"about_ca_topic_score_gemma":0.9945063,"domain_scores_codex":[0.9983846,0.0000770907,0.0001477006,0.00009544192,0.000555008,0.0007401733],"domain_scores_gemma":[0.9929793,0.0004307558,0.002006168,0.00007270835,0.002432637,0.002078357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278994,0.00009777256,0.9793329,0.000117529,0.00007816071,0.0001759848,0.0008138818,0.0007629742,0.0001266212,0.000597549,0.005332118,0.01233667],"study_design_scores_gemma":[0.000005400825,0.00002434195,0.9958581,0.00005376976,0.00001932898,0.00006067752,0.001624358,0.0005585796,0.00003371455,0.00005911629,0.001690533,0.00001205749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838452,0.002655052,0.00006979494,0.004166607,0.00006852002,0.00001872533,0.005158653,0.00001851051,0.003998917],"genre_scores_gemma":[0.993494,0.002203893,0.00009089126,0.000392637,0.0000403043,0.00001095769,0.001645485,0.000008129787,0.002113811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04916259,"threshold_uncertainty_score":0.3567011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325497184066752,"score_gpt":0.3629299757545775,"score_spread":0.34967500391391,"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."}}