{"id":"W4224298990","doi":"10.5737/23688076322303310","title":"Brief Communication: Screening for distress in community settings","year":2022,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Distress; Psychosocial; Medicine; Agency (philosophy); Cancer screening; Focus group; Psychology; Nursing; Cancer; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01156143,0.0004566806,0.0003169058,0.001228982,0.002315308,0.001060949,0.0008728323,0.001131232,0.01013146],"category_scores_gemma":[0.03551302,0.0002473849,0.0002586754,0.0006668955,0.0007609542,0.00135824,0.0022958,0.001136751,0.001207676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339753,"about_ca_system_score_gemma":0.01106478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01456062,"about_ca_topic_score_gemma":0.02955092,"domain_scores_codex":[0.9927608,0.004496883,0.0005413544,0.0002782718,0.001229473,0.000693238],"domain_scores_gemma":[0.976891,0.008056599,0.00260395,0.0008634731,0.007486443,0.004098652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004647231,0.002124473,0.1402199,0.002956182,0.00003943679,0.001787173,0.03687659,0.0002990747,0.003192766,0.0008624926,0.1052028,0.7059744],"study_design_scores_gemma":[0.0007505484,0.01459569,0.5320899,0.006591011,0.0002149252,0.007199951,0.1248505,0.001570113,0.008687031,0.003426576,0.2997475,0.000276154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7990833,0.006627817,0.015029,0.06436134,0.005047677,0.02214949,0.002846351,0.0008812048,0.08397377],"genre_scores_gemma":[0.9169798,0.006644162,0.03281236,0.01024895,0.001192877,0.01254427,0.00134398,0.00007998526,0.01815362],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01456062,"threshold_uncertainty_score":0.06114346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03879548294397205,"score_gpt":0.343687438462741,"score_spread":0.3048919555187689,"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."}}