{"id":"W4400284553","doi":"10.3390/curroncol31070279","title":"Improving Care for Older Adults with Cancer in Canada: A Call to Action","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; Université Laval; University of British Columbia; Centre hospitalier universitaire de Québec; Health Sciences Centre; CancerCare Manitoba; University Health Network; Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; University of Toronto; University of Calgary","funders":"","keywords":"Geriatric oncology; Medicine; Call to action; Health care; Geriatrics; Curriculum; Population ageing; Cancer; Population; Cancer incidence; Nursing; Family medicine; Medical education; Gerontology; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004781526,0.001036365,0.002015819,0.003188353,0.001950379,0.003369117,0.002056201,0.003670538,0.005684651],"category_scores_gemma":[0.009439806,0.0003180369,0.00166401,0.004985337,0.001473602,0.002789892,0.001942897,0.005464896,0.001041234],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02344417,"about_ca_system_score_gemma":0.1397278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.738885,"about_ca_topic_score_gemma":0.8506218,"domain_scores_codex":[0.9978405,0.0003499278,0.0001663533,0.00009285031,0.001094433,0.000455926],"domain_scores_gemma":[0.9878116,0.0016944,0.0005485272,0.000132604,0.0075665,0.00224629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000980735,0.00007300782,0.001073263,0.02473851,0.0001731505,0.0001259232,0.0003526569,0.0002618696,0.0002451056,0.002872593,0.4311847,0.5388011],"study_design_scores_gemma":[0.00006065597,0.00006388573,0.006378024,0.03558876,0.0003105942,0.0002377581,0.0008943511,0.0001320972,0.00007907621,0.00147235,0.9547387,0.00004372604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001715194,0.9671817,0.00008666379,0.02952464,0.00146977,0.00001912124,0.00009206696,0.00002894218,0.001425471],"genre_scores_gemma":[0.002016498,0.9872623,0.0005259123,0.008583168,0.0005731672,0.00002327819,0.0001374132,0.000006058895,0.0008721628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9765558,"threshold_uncertainty_score":0.5253055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023759044008389,"score_gpt":0.4462460695806231,"score_spread":0.3438701651797842,"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."}}