{"id":"W4408453570","doi":"10.1016/j.aggp.2025.100141","title":"Traumatic stress in caregivers of adult patients with cancer: A scoping review","year":2025,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics Plus","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cancer; Psychology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008466181,0.0002641323,0.0021435,0.0003452566,0.00003440311,0.000002035494,0.0002668084,0.0001624653,0.00003956186],"category_scores_gemma":[0.00004194677,0.0002030593,0.000139815,0.0002979267,0.0002417611,0.00003600612,0.00006546585,0.0002375349,9.418286e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003884234,"about_ca_system_score_gemma":0.0006335817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155087,"about_ca_topic_score_gemma":0.002971644,"domain_scores_codex":[0.9979731,0.0003567928,0.0008502991,0.0004001303,0.0001111959,0.0003085218],"domain_scores_gemma":[0.998134,0.0006934688,0.0007550602,0.0003181167,0.00003320472,0.00006612972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007179561,0.00008851841,0.001446465,0.3073202,0.00006796604,0.000005764397,0.001520766,3.307223e-7,3.714821e-9,0.0002029084,0.00003074872,0.6892445],"study_design_scores_gemma":[0.002303604,0.0006899532,0.003183502,0.9895054,0.001089776,0.00001124723,0.0006296061,0.000001040305,2.831062e-7,0.00004625915,0.002163233,0.0003760837],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001215473,0.9936523,0.00001573499,0.00001823216,0.0002362292,0.001992796,0.0001734198,0.0000053266,0.00269046],"genre_scores_gemma":[0.0002710637,0.9991238,0.0001238383,0.00003341588,0.00001133355,0.0002131875,0.00007009949,0.00001112657,0.0001421254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6888684,"threshold_uncertainty_score":0.8280517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445071738040039,"score_gpt":0.4058030339447092,"score_spread":0.3713523165643088,"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."}}