{"id":"W3204117181","doi":"10.3390/curroncol28050334","title":"Psychosocial and Functional Predictors of Mental Disorder among Prostate Cancer Survivors: Informing Survivorship Care Programs with Evidence-Based Knowledge","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Family Support in Illness","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie Medical Research Foundation; Beatrice Hunter Cancer Research Institute","keywords":"Medicine; Psychosocial; Mental health; Quality of life (healthcare); Survivorship curve; Logistic regression; Prostate cancer; Odds ratio; Clinical psychology; Psychiatry; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002482521,0.0001926526,0.0005567828,0.002264947,0.0005742427,0.001560566,0.0005376535,0.0009418449,0.002009894],"category_scores_gemma":[0.01200372,0.0003102805,0.0003700785,0.001034396,0.0002364997,0.001784116,0.001316588,0.001339872,0.0002668056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779258,"about_ca_system_score_gemma":0.001914611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009160084,"about_ca_topic_score_gemma":0.01685963,"domain_scores_codex":[0.9992612,0.0003685576,0.00009078458,0.00004449206,0.0001418222,0.00009311507],"domain_scores_gemma":[0.9953433,0.00210392,0.001029421,0.00010437,0.0005645562,0.0008543597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000683861,0.001485142,0.8595482,0.0007321213,0.0001212885,0.0002720298,0.002146151,0.0002883303,0.0003333052,0.0001445379,0.005655321,0.1292052],"study_design_scores_gemma":[0.00008254655,0.0009335405,0.9738132,0.002532648,0.0003096938,0.0002944651,0.009980645,0.001861718,0.0002290254,0.000643776,0.009275898,0.00004285899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524606,0.01012872,0.001573363,0.02670565,0.0001709307,0.0005260854,0.001132111,0.00007489427,0.007227699],"genre_scores_gemma":[0.981266,0.01148806,0.003994946,0.001754002,0.0001828301,0.0003061986,0.0005281598,0.000005243256,0.0004745571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009160084,"threshold_uncertainty_score":0.01821351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09183650086748309,"score_gpt":0.3843510741633736,"score_spread":0.2925145732958905,"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."}}