{"id":"W2074682530","doi":"10.1155/2014/483140","title":"Downtime after Critical Incidents in Emergency Medical Technicians/Paramedics","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Downtime; Distress; Medicine; Psychological intervention; Depression (economics); Burnout; Anxiety; Psychiatry; Clinical psychology","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":[0.0007806055,0.000301769,0.000214643,0.0005496026,0.0007262245,0.0004787584,0.000323084,0.0004244834,0.002867189],"category_scores_gemma":[0.007787176,0.0001509319,0.0002898561,0.0002724334,0.0002933065,0.0005333663,0.000812954,0.0007503844,0.0003114503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004505955,"about_ca_system_score_gemma":0.0005268674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218127,"about_ca_topic_score_gemma":0.002735385,"domain_scores_codex":[0.9995308,0.0001871077,0.00003670187,0.00004306243,0.00007657778,0.0001256944],"domain_scores_gemma":[0.9963217,0.0009218261,0.001571245,0.0001023514,0.0002551004,0.0008277972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121205,0.001379823,0.8895475,0.0006448987,0.000112765,0.001251755,0.004361119,0.000180963,0.003058834,0.0001350213,0.001399359,0.09671592],"study_design_scores_gemma":[0.00001797548,0.001873517,0.9909266,0.0001210947,0.00003262522,0.0004695745,0.005288851,0.00009327856,0.000451105,0.0001116995,0.0006038093,0.000009924467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986537,0.0004993524,0.00009020292,0.0001808019,0.00002374273,0.00002224993,0.00002765649,0.000004809911,0.0004975427],"genre_scores_gemma":[0.999006,0.0004408922,0.0001715243,0.00009401803,0.00002753217,0.0000217673,0.0000470934,0.000001334009,0.0001898418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002867189,"threshold_uncertainty_score":0.009591699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058860585151321,"score_gpt":0.5403874454941885,"score_spread":0.4345013869790564,"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."}}