{"id":"W4291019328","doi":"10.1111/bjh.18401","title":"Quality of <scp>end‐of‐life</scp> care in multiple myeloma: A <scp>13‐year</scp> analysis of a population‐based cohort in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Sunnybrook Health Science Centre; McMaster University; Queen's University","funders":"Canadian Cancer Society Research Institute; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Palliative care; End-of-life care; Emergency department; Cohort; Intensive care unit; Population; Emergency medicine; Multiple myeloma; Internal medicine; Family medicine; Nursing; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087563,0.0005037174,0.0007466403,0.001547798,0.00246682,0.00194226,0.001862858,0.000675621,0.001971409],"category_scores_gemma":[0.002955909,0.0005511969,0.001674308,0.007293019,0.001051344,0.000622216,0.001685002,0.001104749,0.0002761805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04844923,"about_ca_system_score_gemma":0.04061618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950721,"about_ca_topic_score_gemma":0.9951881,"domain_scores_codex":[0.9983661,0.0001281512,0.0001429864,0.0002272202,0.0005526142,0.0005830004],"domain_scores_gemma":[0.995314,0.0001453874,0.001325173,0.000150434,0.001893804,0.001171132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008733811,0.0000213106,0.9965219,0.00004368045,0.0001128845,0.00003712709,0.0003312552,0.00008902181,0.00005010903,0.00004869719,0.001445255,0.001211464],"study_design_scores_gemma":[0.00001279806,0.00001385224,0.9988045,0.00003014743,0.00003105808,0.00001851027,0.0003307082,0.0001741911,0.00001261315,0.00001007333,0.0005542018,0.000007271672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775231,0.00161758,0.0001100997,0.0008344508,0.0000237928,0.00009363845,0.01800635,0.00001347376,0.001777497],"genre_scores_gemma":[0.991834,0.0007335995,0.0001403108,0.0001992891,0.00001534085,0.00005121084,0.006211407,0.000008821153,0.0008059362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04844923,"threshold_uncertainty_score":0.3515254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886533767048903,"score_gpt":0.3304163131292754,"score_spread":0.2815509754587864,"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."}}