{"id":"W6960920094","doi":"10.14288/1.0444857","title":"Improving Care for Older Adults with Cancer in Canada: A Call to Action","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatric oncology; Call to action; Cancer; Geriatrics; Health care; Population ageing; Curriculum; Scale (ratio); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01340546,0.001219444,0.001591451,0.002748749,0.0170965,0.01087677,0.006484847,0.01500171,0.01930911],"category_scores_gemma":[0.03001476,0.0006601139,0.002695033,0.003478829,0.007517903,0.006727885,0.01234379,0.01673648,0.003657128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0777818,"about_ca_system_score_gemma":0.5503742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9506516,"about_ca_topic_score_gemma":0.9738569,"domain_scores_codex":[0.987803,0.002345822,0.0006427459,0.0005697748,0.00436799,0.004270602],"domain_scores_gemma":[0.866396,0.007590078,0.002512985,0.001905491,0.03842515,0.08317024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008691318,0.0002064859,0.01001619,0.001008307,0.00006765941,0.0004406805,0.001900132,0.0002701046,0.0004251049,0.002569568,0.8776311,0.1053777],"study_design_scores_gemma":[0.0002297121,0.0002150006,0.04941939,0.005113382,0.0001743544,0.0004577761,0.02353326,0.0006713726,0.0003447918,0.008626937,0.9109434,0.0002705966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00229786,0.009439937,0.0004972043,0.9781193,0.003310445,0.0001050007,0.0004814802,0.0002285237,0.005520213],"genre_scores_gemma":[0.07317343,0.06667735,0.02734473,0.7986616,0.006343425,0.000810897,0.002509936,0.0003137044,0.02416485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0777818,"threshold_uncertainty_score":0.5643491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559423333860503,"score_gpt":0.2457255310232824,"score_spread":0.2301312976846774,"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."}}