{"id":"W4281750265","doi":"10.1136/bmj.o1438","title":"The resilience myth","year":2022,"lang":"en","type":"editorial","venue":"BMJ","topic":"Resilience and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of Alberta","funders":"","keywords":"Resilience (materials science); Computer science; Mythology; Data science; World Wide Web; History; Classics","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":[0.008707264,0.003935419,0.003076953,0.002916655,0.005600032,0.01195548,0.003863606,0.01502849,0.007560306],"category_scores_gemma":[0.04702419,0.001083947,0.00225869,0.0009354611,0.008487631,0.007004087,0.003124485,0.03614238,0.004513097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004901369,"about_ca_system_score_gemma":0.008774707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611715,"about_ca_topic_score_gemma":0.00862499,"domain_scores_codex":[0.9913422,0.003070873,0.0007746131,0.0008202763,0.00348727,0.0005046992],"domain_scores_gemma":[0.9658378,0.0214728,0.001083444,0.0008626538,0.006843735,0.003899476],"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":[0.00001647779,0.00000434961,0.00001835779,0.0004136135,0.00001677286,0.00006973885,0.0001174565,0.000009672955,0.00001813214,0.0007253634,0.9944899,0.004100182],"study_design_scores_gemma":[0.00004880654,0.00003739836,0.0002260468,0.002164229,0.00005408773,0.0004345825,0.0004118831,0.00006407586,0.00007770693,0.002137842,0.9943156,0.00002772754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004530371,0.01810941,0.0001003609,0.1082884,0.8719239,0.00001344709,0.00002360787,0.00004993089,0.001445573],"genre_scores_gemma":[0.001700667,0.02436014,0.0001397291,0.1078232,0.8577639,0.00005413068,0.00002631987,0.00007144187,0.008060547],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01502849,"threshold_uncertainty_score":0.046049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016245246632538,"score_gpt":0.4317668126376457,"score_spread":0.4116043601713203,"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."}}