{"id":"W4416393893","doi":"10.1016/j.jgo.2025.102738","title":"Older adults with cancer clinic at Princess Margaret Cancer Centre: A multidisciplinary comprehensive care model of geriatric oncology","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Geriatric oncology; Referral; Cancer; Geriatrics; Multidisciplinary approach; Multidisciplinary team; Patient care; Nurse practitioners","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":[0.001390997,0.0002426406,0.0003613449,0.000484067,0.003514232,0.002923724,0.0009197802,0.001060761,0.006089239],"category_scores_gemma":[0.003717134,0.0003437256,0.0004312059,0.0007105843,0.0005448426,0.001674064,0.003340869,0.001417277,0.0006434096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005346242,"about_ca_system_score_gemma":0.01561873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04895707,"about_ca_topic_score_gemma":0.2528793,"domain_scores_codex":[0.9985531,0.0005371653,0.0001194908,0.000142057,0.0002428668,0.0004053174],"domain_scores_gemma":[0.9963181,0.00013374,0.0002502783,0.00005754116,0.000378094,0.00286229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006767025,0.0070105,0.7328035,0.0004511858,0.000220735,0.005557137,0.01443276,0.001315937,0.001301631,0.003481248,0.08099034,0.1517583],"study_design_scores_gemma":[0.0006656752,0.003452277,0.9113122,0.001448807,0.0002052937,0.003702334,0.03210417,0.003863816,0.0002779553,0.002226364,0.04063089,0.0001102907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282073,0.00187745,0.0008769063,0.03980268,0.000558053,0.0008259421,0.0003614018,0.00009403119,0.02739631],"genre_scores_gemma":[0.9789695,0.001841338,0.003171729,0.01066118,0.0002775883,0.0004087932,0.0002762167,0.00001642596,0.004377301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04895707,"threshold_uncertainty_score":0.09734422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196979868913943,"score_gpt":0.3561548052429311,"score_spread":0.3364568183515368,"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."}}