{"id":"W2142201704","doi":"10.1186/1471-2407-12-441","title":"Screening for distress, the 6th vital sign: common problems in cancer outpatients over one year in usual care: associations with marital status, sex, and age","year":2012,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondation pour la Recherche Médicale; Alberta Health Services; Canadian Institutes of Health Research; Alberta Cancer Foundation; University of Calgary; Cancer Research Institute","keywords":"Psychosocial; Medicine; Marital status; Checklist; Distress; Gerontology; Clinical psychology; Psychiatry; Population; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006841645,0.0002126447,0.0003244714,0.0008438986,0.0004739103,0.000437685,0.0003580678,0.0003691636,0.001231875],"category_scores_gemma":[0.003830309,0.0001898044,0.000259012,0.00075569,0.0002867518,0.0005409809,0.0006173759,0.0005615852,0.0001173459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003967637,"about_ca_system_score_gemma":0.0003010997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654467,"about_ca_topic_score_gemma":0.01386328,"domain_scores_codex":[0.9995385,0.0001356404,0.00007543861,0.00006787146,0.0001091727,0.00007338991],"domain_scores_gemma":[0.9980268,0.0002587139,0.001075215,0.0000400134,0.0001427362,0.0004565041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003556522,0.00004026893,0.9984325,0.0000100747,0.00001000258,0.00002930225,0.00009038149,0.000006985842,0.0000592742,0.000001830497,0.00006223677,0.001221632],"study_design_scores_gemma":[0.000003023564,0.0001021295,0.9994792,0.000004610983,0.000005396701,0.000119194,0.0001919777,0.00004226656,0.00001396033,0.000003188316,0.0000338938,0.00000122106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993948,0.0002072267,0.00002138769,0.00005956717,0.000003647808,0.0000136098,0.0001346907,0.000002586422,0.0001625095],"genre_scores_gemma":[0.9995627,0.00009463956,0.0000634289,0.00002499748,0.00000642759,0.00001029638,0.0001749864,6.043603e-7,0.00006181945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00654467,"threshold_uncertainty_score":0.01301318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110078007650878,"score_gpt":0.3123681352221775,"score_spread":0.2712673551456687,"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."}}