{"id":"W2100774708","doi":"10.1111/ecc.12302","title":"Expert consensus panel guidelines on geriatric assessment in oncology","year":2015,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Cancer Institute; National Institute on Aging","keywords":"Medicine; Delphi method; Geriatric oncology; Delphi; Psychological intervention; Consensus conference; Oncology; Geriatrics; MEDLINE; Family medicine; Internal medicine; Cancer; 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":[0.1239889,0.00229993,0.004038302,0.01074577,0.003272919,0.004843444,0.01017474,0.01510603,0.01130041],"category_scores_gemma":[0.1979091,0.001855029,0.007258283,0.007836034,0.003704691,0.004749201,0.007706889,0.01459966,0.009182516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007491549,"about_ca_system_score_gemma":0.05054954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00967493,"about_ca_topic_score_gemma":0.01094782,"domain_scores_codex":[0.8297259,0.09899458,0.0387628,0.002834573,0.02582715,0.00385503],"domain_scores_gemma":[0.7085264,0.1038678,0.01851954,0.006318457,0.1535592,0.009208661],"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":[0.0001746598,0.0002267673,0.0008229429,0.02432166,0.0002407674,0.0008580694,0.002896889,0.001190011,0.0007958293,0.01297102,0.6689022,0.2865992],"study_design_scores_gemma":[0.0002950397,0.0001516173,0.00226421,0.07977786,0.0002755286,0.0014145,0.001613186,0.0007513117,0.0005858362,0.01838555,0.8943094,0.0001759661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.003090321,0.1819921,0.1201114,0.4727148,0.08030192,0.0276691,0.006094876,0.001307576,0.106718],"genre_scores_gemma":[0.04123947,0.2437863,0.5092725,0.08948795,0.01471436,0.04597332,0.01483561,0.0007720779,0.03991836],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1239889,"threshold_uncertainty_score":0.6557238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602200972305584,"score_gpt":0.4300000749176938,"score_spread":0.2697799776871354,"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."}}