{"id":"W4386504756","doi":"10.1186/s12888-023-05158-0","title":"A scoping review of resilience among transition-age youth with serious mental illness: tensions, knowledge gaps, and future directions","year":2023,"lang":"en","type":"review","venue":"BMC Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Spinal Cord Injury BC; University of British Columbia; Providence Health Care; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Canada Research Chairs","keywords":"Mental illness; Resilience (materials science); Psychological resilience; Psychology; Transition (genetics); Psychiatry; Mental health; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008969113,0.0005765605,0.002224485,0.0003424472,0.001209334,0.00001004809,0.0002647326,0.0006705662,0.00007873408],"category_scores_gemma":[0.00007481747,0.0004177175,0.0003525496,0.001509274,0.0001542662,0.0001169666,0.0001047674,0.001439236,0.00008068386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237501,"about_ca_system_score_gemma":0.004450014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000180739,"about_ca_topic_score_gemma":0.004089011,"domain_scores_codex":[0.9951342,0.001431485,0.001686254,0.0007539254,0.0003540939,0.0006400886],"domain_scores_gemma":[0.9975462,0.0002649371,0.001001566,0.000650785,0.000191746,0.000344779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001892075,0.00006703017,0.002502701,0.9474543,0.00004652743,0.000002080936,0.002885518,2.850516e-8,3.058741e-9,0.00004680493,0.005554036,0.04142201],"study_design_scores_gemma":[0.0003291263,0.00005555035,0.0004314949,0.7289964,0.0008361507,0.00001250441,0.004464593,6.617852e-7,1.89243e-9,0.000005858743,0.2644787,0.0003889478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006371544,0.9870698,0.00001991411,0.0003752511,0.003752937,0.007403578,0.0006083484,0.0002240589,0.0004824189],"genre_scores_gemma":[0.000005486766,0.9948704,0.000468855,0.0002794503,0.002808758,0.0005515964,0.0005454167,0.000129443,0.0003406387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2589247,"threshold_uncertainty_score":0.9998274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08861042862734635,"score_gpt":0.4472804699464639,"score_spread":0.3586700413191176,"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."}}