{"id":"W4311658410","doi":"10.1200/jco.22.01007","title":"Impact of Geriatric Assessment and Management on Quality of Life, Unplanned Hospitalizations, Toxicity, and Survival for Older Adults With Cancer: The Randomized 5C Trial","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Université de Montréal; Royal Columbian Hospital; Sinai Health System; McMaster University; University Health Network; Health Sciences Centre; Ottawa Hospital; BC Cancer Agency; Jewish General Hospital; Sunnybrook Health Science Centre; Regional Municipality of Durham; McGill University; Princess Margaret Cancer Centre; Mount Sinai Hospital; University of Calgary; Lakeridge Health; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Geriatric oncology; Cancer; Internal medicine; Clinical trial; Performance status; Physical therapy; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.005560636,0.001447313,0.00253026,0.0005649315,0.0005711094,0.001221264,0.001002554,0.00219346,0.003884725],"category_scores_gemma":[0.005745303,0.0004888689,0.003921376,0.0004641411,0.001147079,0.0009077369,0.0008673242,0.002669203,0.0003435739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009558312,"about_ca_system_score_gemma":0.001531344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125181,"about_ca_topic_score_gemma":0.002510144,"domain_scores_codex":[0.9969555,0.002205864,0.0001728911,0.0002947288,0.0001989182,0.0001720716],"domain_scores_gemma":[0.9976256,0.0008874084,0.0007755365,0.0001768253,0.0001428088,0.000391743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9778314,0.003909111,0.002793519,0.0008858396,0.00277764,0.00001696688,0.00002925645,0.0004896468,0.0002442953,0.0001490372,0.0006470112,0.01022619],"study_design_scores_gemma":[0.941367,0.04752972,0.005611368,0.0001841664,0.00337284,0.00002331013,0.00002398738,0.0008799228,0.0001732411,0.0002327158,0.0005852066,0.0000164803],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808273,0.01083403,0.0005835703,0.001184778,0.0006524437,0.003503633,0.0009422969,0.00005554695,0.001416437],"genre_scores_gemma":[0.9876051,0.002948892,0.001276768,0.001117313,0.0005965609,0.004529602,0.0009803207,0.00001068747,0.0009348334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005560636,"threshold_uncertainty_score":0.0294078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07671591818668182,"score_gpt":0.4925996461032415,"score_spread":0.4158837279165597,"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."}}