{"id":"W1998742701","doi":"10.1038/bjc.2013.146","title":"Independent contributors to overall quality of life in people with advanced cancer","year":2013,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Université du Québec; McGill University","funders":"Terry Fox Research Institute","keywords":"Quality of life (healthcare); Cancer; Medicine; Construct (python library); Gerontology; Ranking (information retrieval); Social support; Medical diagnosis; Multivariate statistics; Perception; Multivariate analysis; Stepwise regression; Clinical psychology; Psychology; Pathology; Internal medicine; Social psychology; Statistics","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":[0.001687313,0.0004639821,0.000422123,0.001083404,0.000406811,0.000568726,0.0003710577,0.0003517678,0.00285237],"category_scores_gemma":[0.01075002,0.0001989047,0.001046472,0.0009384759,0.0005565083,0.0004466439,0.001301461,0.0009897641,0.0001845954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025443,"about_ca_system_score_gemma":0.0005230498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227105,"about_ca_topic_score_gemma":0.003675817,"domain_scores_codex":[0.9990176,0.000388027,0.00008429426,0.00009911919,0.0002797318,0.0001311429],"domain_scores_gemma":[0.9936975,0.002755834,0.002057037,0.0002984641,0.0005875708,0.0006037149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007664551,0.0000369167,0.9930717,0.00003456941,0.0001097881,0.00002446677,0.0002224607,0.0001187715,0.00005889913,0.00002841287,0.00007547372,0.006141878],"study_design_scores_gemma":[0.000003685917,0.00008060321,0.9991259,0.00001197708,0.0000651663,0.00007479324,0.0002117739,0.0001987472,0.00002736605,0.00007531216,0.0001209357,0.000003797184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982343,0.0005199937,0.0002129007,0.0001678594,0.00001013701,0.00001795827,0.0002709807,0.000005926297,0.0005599501],"genre_scores_gemma":[0.9993119,0.0001363378,0.0002038708,0.00001189764,0.000006488852,0.00001091464,0.0002350313,0.000001888461,0.00008174537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00285237,"threshold_uncertainty_score":0.009542167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166808811470215,"score_gpt":0.3006789949687358,"score_spread":0.2890109068540337,"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."}}