{"id":"W2810448204","doi":"10.4081/oncol.2018.374","title":"Treat patient, not just the disease: holistic needs assessment for haematological cancer patients","year":2018,"lang":"en","type":"article","venue":"Oncology Reviews","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Psychosocial; Quality of life (healthcare); Distress; Disease; Population; Cancer; Depression (economics); Social support; Social isolation; Gerontology; Psychiatry; Clinical psychology; Nursing; Psychology; Psychotherapist; Internal medicine","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":[0.0007555941,0.0002832309,0.001123839,0.00006451146,0.000268646,0.00001813781,0.0002376005,0.0001484407,0.000584688],"category_scores_gemma":[0.0009938875,0.0001617092,0.000325173,0.0002487957,0.0004281985,0.00005496358,0.0001055685,0.0002489334,0.0001442594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003986125,"about_ca_system_score_gemma":0.0004476375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008034339,"about_ca_topic_score_gemma":0.0002074816,"domain_scores_codex":[0.9974808,0.0005243836,0.0008465987,0.0004116829,0.0003049592,0.0004316357],"domain_scores_gemma":[0.9978191,0.000507124,0.0004619109,0.0006287132,0.0002663952,0.000316812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001478704,0.002749878,0.1765609,0.001831027,0.0002375893,0.00002688242,0.003144155,6.619015e-7,0.00005473722,0.00268552,0.5348722,0.2763577],"study_design_scores_gemma":[0.001916725,0.002019738,0.1079466,0.0003658635,0.0007282008,0.00001225988,0.0001417278,0.00003664208,0.0000219405,0.0001082533,0.8865129,0.0001891853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580322,0.0268294,0.001056363,0.08010007,0.005038505,0.01350052,0.0004783421,0.0002072958,0.01475734],"genre_scores_gemma":[0.9184915,0.007255225,0.00240404,0.06271104,0.0023404,0.004378562,0.0002487602,0.00007180761,0.002098644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516407,"threshold_uncertainty_score":0.659431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1663300961186427,"score_gpt":0.467010244347035,"score_spread":0.3006801482283923,"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."}}