{"id":"W2331052125","doi":"10.1038/sj.bmt.1703385","title":"The role of biomedical and psychosocial factors for the prediction of pain and distress in patients undergoing high-dose therapy and BMT/PBSCT","year":2002,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; McGill University","keywords":"Medicine; Psychosocial; Mucositis; Mood; Social support; Distress; Transplantation; Coping (psychology); Anxiety; Clinical psychology; Psychiatry; Internal medicine; Radiation therapy; Psychology; Psychotherapist","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":[0.001045129,0.0002820948,0.0003817042,0.0005590775,0.0005136117,0.0008698475,0.000344917,0.0006998969,0.001408901],"category_scores_gemma":[0.006348853,0.0001977644,0.0006915607,0.0006581584,0.0004725514,0.0004907245,0.0005073517,0.001038996,0.0001399453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879282,"about_ca_system_score_gemma":0.0005668039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00342704,"about_ca_topic_score_gemma":0.006848994,"domain_scores_codex":[0.9994457,0.0002814782,0.00005656817,0.0000295916,0.00008774218,0.00009888723],"domain_scores_gemma":[0.9961265,0.001966029,0.0009016428,0.00007875702,0.0001952608,0.0007318373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691842,0.00006659792,0.9977152,0.000008144366,0.00005259374,0.00004966594,0.00004905147,0.00005433543,0.00006492949,0.00001362888,0.00002401413,0.00173258],"study_design_scores_gemma":[0.00001100157,0.0002117636,0.9988033,0.000006786693,0.00004858905,0.0001273257,0.0001928695,0.0004713157,0.00002616393,0.00003806777,0.00005839055,0.000004501243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983309,0.0008142708,0.00006653684,0.0002157589,0.00001520081,0.000008732639,0.00006507348,0.000001116657,0.0004823596],"genre_scores_gemma":[0.999569,0.0001777281,0.00008260662,0.00003690463,0.00002315093,0.000003959208,0.00004720233,5.245275e-7,0.00005899509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00342704,"threshold_uncertainty_score":0.006814182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077252156091784,"score_gpt":0.2706392341361041,"score_spread":0.2498667125751863,"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."}}