{"id":"W2610614969","doi":"10.1002/cncr.30749","title":"The association of demoralization with mental disorders and suicidal ideation in patients with cancer","year":2017,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Guelph-Humber; Princess Margaret Cancer Centre; University Health Network","funders":"Deutsche Krebshilfe","keywords":"Suicidal ideation; Anxiety; Psychiatry; Medicine; Context (archaeology); Mood; Mood disorders; Depression (economics); Distress; Clinical psychology; Mental health; Poison control; Suicide prevention; Medical emergency","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":[0.00006438664,0.00005502961,0.00009290045,0.0000185946,0.0001149473,0.00002105494,0.00003423419,0.00002928939,0.00001465279],"category_scores_gemma":[0.00001674065,0.00003334922,0.000009193876,0.00004786767,0.00005074431,0.00009943926,0.000009810069,0.00004596323,1.33771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156402,"about_ca_system_score_gemma":0.00006780257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008287843,"about_ca_topic_score_gemma":0.2106073,"domain_scores_codex":[0.9995398,0.00001180741,0.00007652902,0.00009161928,0.0001915275,0.00008870332],"domain_scores_gemma":[0.9995984,0.00001242513,0.0001562109,0.0001134716,0.00009726691,0.00002227118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004032685,0.00001431166,0.982023,0.00002159703,0.00002765587,8.170969e-8,0.0005286551,0.00001690856,0.00001389232,0.00003668266,0.00009458466,0.01681936],"study_design_scores_gemma":[0.00196501,0.0001024744,0.9957288,0.00009743949,0.00004050746,4.717195e-8,0.0001322721,0.00006056216,0.0001575687,0.00001433183,0.001653189,0.0000478215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974621,0.0003512389,0.00001657651,0.001269711,0.0001560676,0.0002707398,0.00002036424,0.00000447711,0.000448726],"genre_scores_gemma":[0.9990022,0.0004533011,0.000004502232,0.00006331481,0.00003246075,0.00005698526,0.00001749925,0.000008347395,0.0003613676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2023194,"threshold_uncertainty_score":0.998316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005718336506782499,"score_gpt":0.2613235901810638,"score_spread":0.2556052536742813,"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."}}