{"id":"W3040885991","doi":"10.1249/01.mss.0000677828.50140.9b","title":"Impaired Sleep In Volunteer Firefighters Responding To Nighttime Calls","year":2020,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Volunteer; Sleep (system call); Sleep deprivation; Audiology; Medicine; Psychology; Circadian rhythm; Computer science; Internal medicine","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":[0.0004643312,0.0002696094,0.0002450723,0.0004045948,0.0004499672,0.0003399001,0.0002071682,0.0002656428,0.001162676],"category_scores_gemma":[0.001101072,0.0001666104,0.0002629368,0.0001899303,0.0002946488,0.0001727051,0.0003559343,0.0002203352,0.0002700666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654671,"about_ca_system_score_gemma":0.0002764266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009277979,"about_ca_topic_score_gemma":0.02765677,"domain_scores_codex":[0.9997671,0.00004343119,0.00001792093,0.00004909557,0.00006148985,0.00006102006],"domain_scores_gemma":[0.9994568,0.00007275314,0.0001718462,0.00004806034,0.0001262302,0.0001243676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446012,0.0002602385,0.9689672,0.00005218857,0.0000480482,0.0005312649,0.004226875,0.00008324318,0.01296007,0.00002261292,0.0004694503,0.01093285],"study_design_scores_gemma":[0.000003759507,0.0003592595,0.9972778,0.000009126263,0.00000469135,0.0001949923,0.001762642,0.00005001932,0.000167311,0.000009053886,0.0001567595,0.000004607421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996921,0.00003178804,0.00004320366,0.000009463497,0.000004424502,0.000007064618,0.00005181142,0.000002069666,0.0001581618],"genre_scores_gemma":[0.9992661,0.00004797114,0.0001021241,0.00003092109,0.000008163174,0.0000141372,0.0001635613,0.000002338115,0.0003646319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009277979,"threshold_uncertainty_score":0.01844794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04777153028010613,"score_gpt":0.3980224909003848,"score_spread":0.3502509606202787,"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."}}