{"id":"W4223901381","doi":"10.3390/ijerph19084879","title":"Mental Disorder Symptoms and the Relationship with Resilience among Paramedics in a Single Canadian Site","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Resilience and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Windsor; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Resilience (materials science); Mental health; Psychology; Psychiatry; Psychological resilience; Medicine; Clinical psychology; Medical emergency; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000701144,0.0004554208,0.000435317,0.001634373,0.006828238,0.001701209,0.001908214,0.0007491547,0.003829172],"category_scores_gemma":[0.003078717,0.0005785318,0.0007242581,0.002654024,0.001322437,0.000621235,0.001905923,0.001705955,0.0003580645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02741108,"about_ca_system_score_gemma":0.03830298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915619,"about_ca_topic_score_gemma":0.9968774,"domain_scores_codex":[0.9989542,0.00008198323,0.00004089796,0.0001351943,0.0002147753,0.000572999],"domain_scores_gemma":[0.9969656,0.0001439474,0.0004727666,0.0001199518,0.001079345,0.001218426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000038153,0.00005149645,0.9931202,0.00001987953,0.00002794881,0.0001808179,0.002694102,0.0000546835,0.0001122344,0.00007126049,0.001137261,0.002492103],"study_design_scores_gemma":[0.000007491028,0.00004399527,0.9854782,0.00008289333,0.00002152883,0.0001265355,0.01326014,0.0001564957,0.00003469999,0.00004136286,0.0007256317,0.00002113293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969088,0.0001640585,0.00004326908,0.0006619077,0.00001341875,0.00004579825,0.0008233784,0.000005746664,0.001333462],"genre_scores_gemma":[0.9986951,0.0002093026,0.00009165238,0.0001654937,0.000006081339,0.0000170023,0.0003397511,0.000004299544,0.0004713089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741108,"threshold_uncertainty_score":0.1988822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491408161989857,"score_gpt":0.3948886874122969,"score_spread":0.3457478712133112,"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."}}