{"id":"W7011774867","doi":"","title":"Mental Health and Paramedics","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stressor; Pandemic; Health care; Public health; Front line; Occupational safety and health; Mental health service","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":[0.0009217273,0.0001311801,0.0002000003,0.0005295186,0.003368794,0.001958921,0.0002803417,0.0006587718,0.007028681],"category_scores_gemma":[0.003742346,0.000114007,0.0001916448,0.0004208592,0.0021912,0.0007506655,0.0020229,0.001980915,0.0003294657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323093,"about_ca_system_score_gemma":0.004563644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02909072,"about_ca_topic_score_gemma":0.07844272,"domain_scores_codex":[0.9987967,0.0004506647,0.00002489421,0.00004889659,0.0001376659,0.0005412414],"domain_scores_gemma":[0.9974557,0.0003841928,0.0003663369,0.0000564655,0.000225369,0.001512064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002407452,0.001116551,0.5748078,0.0005917888,0.0001374488,0.003186792,0.1584857,0.0002365497,0.001039521,0.02709879,0.06439669,0.1686616],"study_design_scores_gemma":[0.00002912446,0.0002094349,0.6996831,0.0007971484,0.00002990092,0.00146644,0.2317414,0.0001447287,0.0001252611,0.004955556,0.06077764,0.00004031498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8736045,0.004679181,0.0001738977,0.05917387,0.0005237319,0.00005836467,0.0001621556,0.000008809033,0.06161543],"genre_scores_gemma":[0.992589,0.001595098,0.00006044512,0.003060249,0.00007390849,0.00001456273,0.00002711313,0.000002103125,0.002577515],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9709093,"threshold_uncertainty_score":0.05784279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1746071990373161,"score_gpt":0.4258930277903313,"score_spread":0.2512858287530152,"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."}}