{"id":"W2726048999","doi":"10.35502/jcswb.44","title":"Building personal resilience in paramedic students","year":2017,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Resilience and Mental Health","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Mental Health Association","keywords":"Practicum; Psychology; Psychological resilience; Clinical psychology; Mental health; Intervention (counseling); Test (biology); Medicine; Social psychology; Psychiatry; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.0008693425,0.0003434059,0.0003152821,0.0003847552,0.001079109,0.0006505667,0.0004224011,0.0004182647,0.003467413],"category_scores_gemma":[0.002710933,0.0001996355,0.0004423015,0.000151403,0.0005048744,0.0004310536,0.001682209,0.0008908924,0.0003983499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655276,"about_ca_system_score_gemma":0.001211621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006054559,"about_ca_topic_score_gemma":0.00173608,"domain_scores_codex":[0.9994739,0.0002123541,0.00001926871,0.0000501037,0.00006305207,0.0001813851],"domain_scores_gemma":[0.9988493,0.0001668914,0.000180369,0.00006671179,0.00006996751,0.0006667327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002122884,0.06896783,0.3176802,0.001568731,0.0002702746,0.001806532,0.04878413,0.000898223,0.02566868,0.0009957994,0.004416569,0.5268202],"study_design_scores_gemma":[0.0005191338,0.0340148,0.8870972,0.0006015857,0.0001850896,0.001081783,0.04626499,0.0009490004,0.007002426,0.001072522,0.02113294,0.0000786432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990085,0.00006728178,0.00005595976,0.0001669494,0.00001849034,0.0000440314,0.000006664849,0.000005333481,0.0006268461],"genre_scores_gemma":[0.9986219,0.0002151023,0.0004746978,0.00008501745,0.00001443847,0.00005543895,0.00001191846,0.000001439141,0.0005199506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003467413,"threshold_uncertainty_score":0.01159966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617470819703299,"score_gpt":0.4115869136987737,"score_spread":0.3854122055017407,"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."}}