{"id":"W6941001718","doi":"10.11575/prism/44582","title":"The impact of the work environment on the health-related quality of life of Licensed Practical Nurses: a cross-sectional survey in four work environments","year":2022,"lang":"en","type":"other","venue":"University of Calgary","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Work (physics); Work environment; Scale (ratio); Quality of life (healthcare); Quality (philosophy); Mental health; Distribution (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008289281,0.0001224715,0.0002892817,0.00002073301,0.0001765295,0.000004462569,0.0003901398,0.0001408555,0.02087371],"category_scores_gemma":[0.0002745442,0.00004334849,0.0002681246,0.0002451939,0.0001432639,0.0000194774,0.0001357848,0.0003795088,0.000017602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107751,"about_ca_system_score_gemma":0.00005541902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02650987,"about_ca_topic_score_gemma":0.001010326,"domain_scores_codex":[0.997743,0.001227962,0.0003308723,0.0001741222,0.0003823073,0.0001417146],"domain_scores_gemma":[0.9943374,0.004613922,0.0008329856,0.0001560712,0.00001037014,0.00004929435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001361932,0.0003175655,0.9666725,0.000007431015,0.0001478805,0.000001052163,0.0001075904,0.00009288223,0.0001576055,0.0002574185,0.03054861,0.0003275022],"study_design_scores_gemma":[0.00009142856,0.0001791233,0.9747074,0.00005263589,0.000006747388,8.851526e-7,0.0001386097,0.000005090516,0.00000332846,0.00002732253,0.02472355,0.00006389622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811163,0.0002686986,0.000002668379,0.0004024394,0.0001866661,0.0005485107,0.002034654,0.000005926731,0.01543414],"genre_scores_gemma":[0.951291,0.001137613,0.0000147255,0.00004697896,0.00002671662,0.000001306488,0.00041537,0.000006216413,0.04706014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03162599,"threshold_uncertainty_score":0.9800214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287229015493547,"score_gpt":0.2585888274142543,"score_spread":0.2157165372593189,"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."}}