{"id":"W2738038231","doi":"10.1007/s00520-017-3820-7","title":"A randomized phase II trial of geriatric assessment and management for older cancer patients","year":2017,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; McGill University; University Health Network; University of Toronto","funders":"University of Toronto; Canadian Institutes of Health Research; National Comprehensive Cancer Network; Health Research Board; University Health Network","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Nursing research; Cancer; Clinical trial; Breast cancer; Internal medicine; Physical therapy; Pain medicine; Anesthesiology; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873456,0.0001883975,0.0007842597,0.0001437653,0.0001183872,0.00001923979,0.0001205451,0.0000800581,0.0002445685],"category_scores_gemma":[0.0001734762,0.0001548164,0.0001694,0.00006215387,0.0001750116,0.0001278385,0.0001196664,0.0001043971,3.514014e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012541,"about_ca_system_score_gemma":0.0002728999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006506,"about_ca_topic_score_gemma":0.0004033756,"domain_scores_codex":[0.9984553,0.00004754678,0.000544752,0.0003711245,0.0003109064,0.000270307],"domain_scores_gemma":[0.9985169,0.00009572592,0.0005004119,0.0003615515,0.0004305363,0.00009485509],"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":[0.7112044,0.001791901,0.03483566,0.002249955,0.0007438986,0.00002984847,0.004152295,0.000004411057,0.00004957943,0.0001161148,0.00621931,0.2386026],"study_design_scores_gemma":[0.9558443,0.00167599,0.03710876,0.0005745758,0.0005829148,3.119033e-7,0.0003653845,0.00006100656,0.000525217,0.00004998379,0.00304198,0.0001695749],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851221,0.001005516,0.00007062344,0.001164445,0.001405989,0.008378376,0.0004752954,0.00001331336,0.002364293],"genre_scores_gemma":[0.9914097,0.002112513,0.0004778358,0.0001576176,0.0002064072,0.004530146,0.00008531641,0.00002749485,0.0009929994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2446399,"threshold_uncertainty_score":0.6313231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881180819487333,"score_gpt":0.4110677519500242,"score_spread":0.3822559437551508,"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."}}