{"id":"W4282037661","doi":"10.1200/jco.2022.40.16_suppl.1545","title":"Impact of proactive symptom monitoring on quality of life (QoL) and treatment toxicity in patients with cancer receiving chemotherapy: A meta-analysis of randomized clinical trials.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Minimal clinically important difference; Quality of life (healthcare); Clinical trial; MEDLINE; Strictly standardized mean difference; Internal medicine; Odds ratio; Cancer; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02165094,0.002888783,0.01740618,0.004427083,0.000635412,0.00343042,0.001956639,0.002657373,0.00321311],"category_scores_gemma":[0.03412742,0.001649903,0.0619728,0.004733158,0.0009144843,0.001981896,0.001428976,0.002782073,0.0003335016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002468453,"about_ca_system_score_gemma":0.002324174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004023961,"about_ca_topic_score_gemma":0.006841003,"domain_scores_codex":[0.9856129,0.008569066,0.003193947,0.001293877,0.0009897785,0.0003403873],"domain_scores_gemma":[0.9798909,0.01443869,0.003717659,0.0007809204,0.0008327753,0.0003390739],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01180917,0.0000559329,0.003321117,0.07490484,0.9040499,0.00005395692,0.00003147429,0.0005797041,0.0001524469,0.00006189254,0.0002202067,0.004759334],"study_design_scores_gemma":[0.003322697,0.0005198774,0.002305577,0.003463006,0.9895341,0.00003943075,0.00001865017,0.0001984777,0.00008382511,0.0001194697,0.0003795954,0.00001535972],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02878508,0.96692,0.001309856,0.0003942321,0.0004370365,0.0008273102,0.0008051278,0.00006544896,0.0004559726],"genre_scores_gemma":[0.6391347,0.3485826,0.004930397,0.001466491,0.0005171797,0.003161533,0.001507721,0.00007316087,0.0006261587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9825938,"threshold_uncertainty_score":0.1145025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4282212324711095,"score_gpt":0.6059991463496031,"score_spread":0.1777779138784935,"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."}}