{"id":"W2948014388","doi":"10.33151/ajp.16.690","title":"Basic Dimensions of Resilient Coping in Paramedics and Dispatchers","year":2019,"lang":"en","type":"article","venue":"Australasian Journal of Paramedicine","topic":"Resilience and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Coping (psychology); Psychology; Compassion fatigue; Applied psychology; Clinical psychology; Medicine; Burnout","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":[0.001181756,0.0002293479,0.0002186401,0.001056183,0.0006179741,0.0007368739,0.0003360368,0.0003806569,0.00350985],"category_scores_gemma":[0.005444176,0.0001302476,0.0004102924,0.0006971788,0.0007987063,0.0005470584,0.001225944,0.0004944689,0.0002128121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006477889,"about_ca_system_score_gemma":0.001056701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045321,"about_ca_topic_score_gemma":0.002434707,"domain_scores_codex":[0.9993566,0.0002171282,0.00008101142,0.00007122977,0.0001298441,0.0001442488],"domain_scores_gemma":[0.9985142,0.000455096,0.0005138592,0.0000599191,0.0001632457,0.0002936902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001818656,0.0002069023,0.803634,0.0009978391,0.0002041653,0.001035631,0.05828489,0.000728555,0.001962116,0.00175037,0.003113269,0.1279004],"study_design_scores_gemma":[0.0000121111,0.0002560158,0.9503586,0.000685998,0.00002691218,0.001084931,0.03973286,0.0001853682,0.000224841,0.001470627,0.005928207,0.0000335793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923356,0.00166533,0.0005612872,0.001154517,0.00002623491,0.0001048041,0.0003989554,0.0000114285,0.003741754],"genre_scores_gemma":[0.9979624,0.0007825803,0.0005582663,0.0001027776,0.000008578406,0.00006902681,0.0001511661,0.000001700781,0.0003636169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00350985,"threshold_uncertainty_score":0.01174164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185006391948964,"score_gpt":0.371481809723472,"score_spread":0.3496317458039824,"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."}}