{"id":"W3003473057","doi":"10.1634/theoncologist.2019-0581","title":"A Randomized Trial of Real-Time Geriatric Assessment Reporting in Nonelectively Hospitalized Older Adults with Cancer","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital","funders":"National Cancer Institute; John A. Hartford Foundation","keywords":"Medicine; Polypharmacy; Psychological intervention; Randomized controlled trial; Anxiety; Population; Referral; Cancer; Geriatrics; Intervention (counseling); Physical therapy; Internal medicine; Family medicine; Psychiatry","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":[0.004002557,0.001779144,0.002389985,0.0006012224,0.0006033752,0.001313614,0.001256276,0.003179688,0.008301076],"category_scores_gemma":[0.009563898,0.0007549346,0.002477093,0.0004360997,0.001462948,0.001395934,0.0008554159,0.003090822,0.0008357808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103462,"about_ca_system_score_gemma":0.00221417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362841,"about_ca_topic_score_gemma":0.00165191,"domain_scores_codex":[0.9958435,0.002820031,0.0003728553,0.0004890018,0.0001999685,0.0002746467],"domain_scores_gemma":[0.9930501,0.003199994,0.001928888,0.0004207357,0.0003208843,0.001079361],"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":[0.9804435,0.0104001,0.0004820642,0.0005112699,0.0006653577,0.00002048034,0.00004181035,0.0002305742,0.0002753878,0.00008085684,0.0003132569,0.006535413],"study_design_scores_gemma":[0.9555377,0.04292139,0.0005161077,0.00004015115,0.0002827201,0.000009288678,0.00001518211,0.0003151237,0.00009598383,0.00008014841,0.000179836,0.000006387907],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749897,0.002854975,0.001198939,0.001444795,0.001838491,0.01502964,0.0007347583,0.0001595774,0.00174926],"genre_scores_gemma":[0.9664477,0.001249048,0.004039222,0.001530842,0.0008597201,0.023746,0.0005378969,0.00001671263,0.001572991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008301076,"threshold_uncertainty_score":0.02776986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714126691220669,"score_gpt":0.345100156033863,"score_spread":0.3179588891216563,"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."}}