{"id":"W4366158061","doi":"10.1136/spcare-2023-004218","title":"End of life in haematology: quality of life predictors – retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Réseau de cancérologie Rossy","keywords":"Retrospective cohort study; Medicine; Hematology; Cohort; Internal medicine; Quality of life (healthcare); Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001360262,0.0004244642,0.002850856,0.0005772653,0.00004408122,0.000004411224,0.0002600265,0.0002545114,0.000309056],"category_scores_gemma":[0.01015586,0.0003817134,0.0003904126,0.001532257,0.0006381468,0.0001157886,0.0001971404,0.0004090088,0.00002231246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211756,"about_ca_system_score_gemma":0.0009817255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315604,"about_ca_topic_score_gemma":0.001082776,"domain_scores_codex":[0.9947229,0.0006466077,0.002165004,0.000746299,0.001214674,0.0005044855],"domain_scores_gemma":[0.9943743,0.0009168939,0.001496252,0.000676376,0.002238099,0.0002980797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009006681,0.0005343721,0.9543244,0.001021928,0.00104434,0.0001361696,0.04004912,0.00001513632,0.0003683255,0.0003382063,0.001211902,0.00005541548],"study_design_scores_gemma":[0.003363682,0.001291637,0.8867951,0.0007691718,0.0002112608,5.508637e-7,0.1031984,0.0000223771,0.003895619,0.0001007836,0.00009120617,0.0002602109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910775,0.0009888788,0.00006811001,0.0002142519,0.0002528457,0.003215802,0.0008394878,0.00008498647,0.003258161],"genre_scores_gemma":[0.9984507,0.0003373529,0.0001746073,0.00009827886,0.00009136021,0.0002907941,0.0003528802,0.00004820338,0.0001558415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0675293,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511518956291563,"score_gpt":0.467307676797558,"score_spread":0.3161557811684018,"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."}}