{"id":"W2922273643","doi":"10.32378/ijp.v4i1.175","title":"Drowsy and dangerous? Fatigue in paramedics: an overview","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Psychological intervention; Cognition; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002812566,0.001112133,0.001854169,0.01331516,0.0009567067,0.002219108,0.001061708,0.002689727,0.00346473],"category_scores_gemma":[0.009981218,0.0007720503,0.002139655,0.00792527,0.0008393328,0.00405907,0.001884273,0.001632957,0.0006704991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003470653,"about_ca_system_score_gemma":0.00710183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008972351,"about_ca_topic_score_gemma":0.01481688,"domain_scores_codex":[0.9975561,0.0007530863,0.0009012661,0.0002556911,0.0003920199,0.0001417545],"domain_scores_gemma":[0.9919879,0.005557176,0.001210154,0.00006860076,0.001002993,0.0001732195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642845,0.00007281574,0.003243021,0.5680098,0.0006384877,0.0007480886,0.00443658,0.0002280318,0.0003305081,0.00456274,0.01930357,0.3982621],"study_design_scores_gemma":[0.00003529877,0.0003127863,0.01919581,0.7478191,0.002115052,0.004977738,0.005806086,0.0001477776,0.0001661982,0.001943854,0.2173904,0.0000898412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005623141,0.9976386,0.00008256471,0.0009212922,0.0001893496,0.00005345578,0.00006749863,0.000003738189,0.0004812964],"genre_scores_gemma":[0.004776462,0.9936646,0.0002901586,0.0007183735,0.0001883368,0.0001260398,0.00007551316,0.00000209302,0.0001584735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01331516,"threshold_uncertainty_score":0.02518153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035423692153709,"score_gpt":0.4083889232742423,"score_spread":0.3048465540588714,"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."}}