{"id":"W4403944097","doi":"10.3390/healthcare12212167","title":"Screening for Psychosocial Distress: A Brief Review with Implications for Oncology Nursing","year":2024,"lang":"en","type":"review","venue":"Healthcare","topic":"Cancer survivorship and care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; University of Toronto","funders":"","keywords":"Psychosocial; Distress; Oncology nursing; Medicine; Nursing; Psychology; Oncology; Family medicine; Psychiatry; Clinical psychology; Nurse education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002428817,0.001311662,0.002471296,0.008687148,0.0007162218,0.001549125,0.001446885,0.001831496,0.004046972],"category_scores_gemma":[0.007650419,0.0005384409,0.002319462,0.01000176,0.0004909692,0.002332818,0.00111164,0.00133405,0.0008011456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193548,"about_ca_system_score_gemma":0.006111197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497953,"about_ca_topic_score_gemma":0.01064102,"domain_scores_codex":[0.9987432,0.0003353957,0.0004124004,0.0001328833,0.0002980391,0.00007805609],"domain_scores_gemma":[0.9943554,0.003677589,0.0009201156,0.0000675815,0.0008609183,0.0001184634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001196147,0.00006153507,0.0005334857,0.5629002,0.0006870763,0.0004253674,0.0004827243,0.0002430667,0.0006277715,0.001540335,0.02823856,0.4041403],"study_design_scores_gemma":[0.00004695331,0.000289152,0.004861407,0.5895925,0.003868393,0.00230933,0.0007125706,0.0001565428,0.0002547273,0.001336653,0.3965085,0.00006333057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008573707,0.9991756,0.00004048843,0.0002533459,0.0001980508,0.00002068298,0.00002587583,0.000002830955,0.0001972837],"genre_scores_gemma":[0.000565577,0.9987605,0.0001313879,0.0002860594,0.0001020061,0.00003611717,0.000026688,7.688971e-7,0.00009098144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008687148,"threshold_uncertainty_score":0.01404297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872666138029445,"score_gpt":0.5283235311432315,"score_spread":0.341056917340287,"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."}}