{"id":"W1936587532","doi":"10.1002/pon.3940","title":"Depression and hopelessness in patients with acute leukemia: the psychological impact of an acute and life‐threatening disorder","year":2015,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; York University; Ontario Institute for Cancer Research; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Princess Margaret Cancer Foundation","keywords":"Beck Hopelessness Scale; Depression (economics); Psychosocial; Beck Depression Inventory; Psychiatry; Clinical psychology; Psychology; Disease; Medicine; Anxiety; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005768979,0.0001777968,0.0002669463,0.0003820646,0.0003060904,0.000523904,0.0001789095,0.0003210895,0.001105327],"category_scores_gemma":[0.00255203,0.0001301876,0.0002949346,0.0004567258,0.0002214185,0.0003464629,0.0004031032,0.0005737227,0.0001124979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939648,"about_ca_system_score_gemma":0.000185254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245357,"about_ca_topic_score_gemma":0.002375836,"domain_scores_codex":[0.9997593,0.00008428841,0.0000374658,0.0000216204,0.00005870995,0.00003863682],"domain_scores_gemma":[0.9989649,0.0001576585,0.0006327262,0.00001595823,0.00006374458,0.0001650494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001281392,0.00005198305,0.996619,0.00002448756,0.00004020146,0.00007256775,0.0001511686,0.0000191897,0.0001329558,0.00001043251,0.0001084547,0.002641491],"study_design_scores_gemma":[0.00001460299,0.0001293198,0.9989362,0.00001769873,0.00002029146,0.000312823,0.0003134743,0.00009925669,0.00002368849,0.00002096489,0.0001086988,0.000002971968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988211,0.0006778807,0.00003151769,0.0001438664,0.000006295085,0.00001113751,0.00008281053,0.000001602606,0.0002238214],"genre_scores_gemma":[0.9996296,0.0001929357,0.0000385817,0.00002948292,0.00000747593,0.000004610471,0.00005694695,2.192163e-7,0.00004007269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001245357,"threshold_uncertainty_score":0.003697753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105256987714933,"score_gpt":0.3572199878269925,"score_spread":0.3361674179498432,"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."}}