{"id":"W4282032916","doi":"10.37964/cr24758","title":"OPINION: The resilience myth: is it just in our heads?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sadness; Mythology; Tragedy (event); Work (physics); Resilience (materials science); Intensive care; Psychological resilience; Psychology; History; Aesthetics; Social psychology; Art; Medicine; Engineering; Anger; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006241209,0.000586262,0.001337125,0.0006412162,0.004650237,0.004627427,0.002883867,0.0216811,0.02594891],"category_scores_gemma":[0.04901808,0.0003865847,0.0009804729,0.0006726983,0.007746321,0.007710438,0.002936945,0.037953,0.009516726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006518128,"about_ca_system_score_gemma":0.01629125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02743328,"about_ca_topic_score_gemma":0.03560142,"domain_scores_codex":[0.995259,0.001103503,0.0004219376,0.0007107827,0.001693891,0.0008109632],"domain_scores_gemma":[0.9659938,0.01019446,0.001897896,0.0005574544,0.0146731,0.006683299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000171514,0.000007683357,0.0003165802,0.0001081591,0.00001199122,0.0002365252,0.0005743677,0.00001570382,0.00007423569,0.002488378,0.9897938,0.006355455],"study_design_scores_gemma":[0.00003879358,0.00003487158,0.001582223,0.001485551,0.00004428051,0.00170037,0.009255487,0.0001410407,0.0001628833,0.009334709,0.9761155,0.0001043553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001745498,0.001299207,0.00006247727,0.9841934,0.0132939,0.000003688991,0.00003109882,0.000006194771,0.0009355235],"genre_scores_gemma":[0.007032354,0.005175477,0.0001372902,0.96281,0.02088488,0.00001728697,0.00004655968,0.00002334083,0.003872839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02743328,"threshold_uncertainty_score":0.08680779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2184644213857947,"score_gpt":0.4131772882501874,"score_spread":0.1947128668643927,"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."}}