{"id":"W7075732736","doi":"","title":"Factors influencing fatigue in UK nurses working in respiratory clinical areas during the second wave of the Covid-19 pandemic: An online survey","year":2024,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Mental health; Checklist; Depression (economics); Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); Scale (ratio)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516122,0.0001640981,0.0002971128,0.0006609774,0.000437842,0.0007221798,0.0002718823,0.0006793309,0.002089161],"category_scores_gemma":[0.005236596,0.0002581875,0.0003542796,0.000476117,0.000274059,0.0008964276,0.001040354,0.0005860883,0.00040604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006904845,"about_ca_system_score_gemma":0.0006257661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009555657,"about_ca_topic_score_gemma":0.01704253,"domain_scores_codex":[0.9989564,0.000357186,0.0001833983,0.00009404681,0.0001950489,0.0002139017],"domain_scores_gemma":[0.9968245,0.0006703358,0.001377233,0.00006915211,0.0004812489,0.0005775485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007227488,0.0001129868,0.9818358,0.0002212158,0.00002836351,0.0002367952,0.008772426,0.0000333289,0.0003377718,0.00001540307,0.0009662763,0.007367174],"study_design_scores_gemma":[0.000006032596,0.0003663282,0.979098,0.0001732915,0.000006771022,0.0002981869,0.0186234,0.00006331231,0.00003979456,0.000009570195,0.00130418,0.0000110017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983241,0.0003801627,0.00003297741,0.0002751744,0.00001304266,0.00004564378,0.0003407779,0.000001857225,0.0005861698],"genre_scores_gemma":[0.9976947,0.0007489005,0.0001402461,0.0003487534,0.00001625569,0.0001406386,0.0003271352,0.000002290238,0.0005809788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009555657,"threshold_uncertainty_score":0.01900011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4148206121786281,"score_gpt":0.3944128310844749,"score_spread":0.0204077810941532,"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."}}