{"id":"W4401094044","doi":"10.1097/sla.0000000000006458","title":"Improving Surgical Care and Outcomes in Older Cancer Patients Through Implementation of a Presurgical Toolkit (OPTI-Surg)—Final Results of a Phase III Cluster Randomized Trial (Alliance A231601CD)","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Alliance; Surgical procedures; Cluster (spacecraft); MEDLINE; Cluster randomised controlled trial; Surgery","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":[0.003349015,0.001083038,0.002201022,0.0003297281,0.0004496524,0.001231358,0.000889907,0.00133351,0.004664531],"category_scores_gemma":[0.004113723,0.0005042564,0.002425042,0.0004158115,0.0008751016,0.0008665465,0.0007823011,0.001990411,0.0004597856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173015,"about_ca_system_score_gemma":0.002382151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682368,"about_ca_topic_score_gemma":0.00453375,"domain_scores_codex":[0.9982712,0.001117226,0.0001151946,0.0002020263,0.0001011818,0.0001931005],"domain_scores_gemma":[0.9975125,0.0006393074,0.0007299247,0.0002117548,0.000162507,0.000744016],"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":[0.966437,0.01283096,0.002698018,0.0005342921,0.001466733,0.0000135419,0.00007177539,0.0004694556,0.0004434875,0.00006743484,0.0005379126,0.01442932],"study_design_scores_gemma":[0.9159374,0.07736573,0.004932979,0.00006411076,0.0007165833,0.000008486272,0.0000503758,0.000433792,0.0001255155,0.0001032906,0.0002486954,0.00001291146],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927971,0.001213483,0.000327093,0.0005750615,0.0002250231,0.003600469,0.0005225342,0.00004289566,0.0006963967],"genre_scores_gemma":[0.9868621,0.001087196,0.002034256,0.0006972994,0.0003143328,0.007341975,0.0005674586,0.00001354451,0.0010818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004664531,"threshold_uncertainty_score":0.01771152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203185451985807,"score_gpt":0.4240638359049566,"score_spread":0.3037452907063758,"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."}}