{"id":"W2790381899","doi":"10.1007/s41105-018-0156-8","title":"Poor sleep quality affects empathic responses in experienced paramedics","year":2018,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Empathy; Sleep deprivation; Psychology; Sleep (system call); Medicine; Clinical psychology; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002948958,0.000191222,0.0001458994,0.0002862274,0.0003814151,0.0006130458,0.0001535476,0.0004208732,0.00252661],"category_scores_gemma":[0.0038935,0.0001513568,0.0002056932,0.0001931863,0.0002866425,0.0002467122,0.0004784071,0.0004850599,0.0003269665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395701,"about_ca_system_score_gemma":0.0002014047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215667,"about_ca_topic_score_gemma":0.004263608,"domain_scores_codex":[0.9997845,0.00006933763,0.00002114428,0.00003155357,0.00003615637,0.00005733241],"domain_scores_gemma":[0.9985649,0.0003266315,0.0005732714,0.00006605688,0.0001598233,0.0003092927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009661461,0.0003350022,0.9781317,0.00006664275,0.0001608111,0.0006114541,0.003102145,0.0001444131,0.006186556,0.00002615084,0.0003728462,0.009896176],"study_design_scores_gemma":[0.000004728599,0.0001794993,0.9978654,0.000006795215,0.00001103986,0.0001118975,0.001591837,0.00004671832,0.00007754946,0.00001442106,0.00008691441,0.000003280519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992502,0.00008061232,0.00003459905,0.00003572394,0.000009614702,0.000004504443,0.00003792606,0.000001264225,0.0005454719],"genre_scores_gemma":[0.9995228,0.00007292801,0.00004238271,0.00003798502,0.000007366114,0.000004810959,0.00004975906,0.000001036004,0.0002609183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252661,"threshold_uncertainty_score":0.008452356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850580894566799,"score_gpt":0.3575859011616109,"score_spread":0.3090800922159429,"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."}}