{"id":"W3196012504","doi":"10.1097/sla.0000000000005151","title":"Minimally Invasive Compared to Open Colorectal Cancer Resection for Older Adults","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Resection; Cancer; Oncology; General surgery; Surgery; Internal medicine","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":[0.001198642,0.000250991,0.0003884401,0.0004073236,0.000235363,0.0005581072,0.0002903684,0.00030353,0.002466978],"category_scores_gemma":[0.008752824,0.0001237345,0.001219349,0.0004195427,0.000221545,0.0005936148,0.0008051589,0.0005234293,0.0001558652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813973,"about_ca_system_score_gemma":0.0003104906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881589,"about_ca_topic_score_gemma":0.00517202,"domain_scores_codex":[0.9988922,0.0003684993,0.0001502022,0.0002539745,0.000191459,0.0001436898],"domain_scores_gemma":[0.9959741,0.00111699,0.002155341,0.0001463539,0.000194886,0.0004124046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556554,0.0001036808,0.9858211,0.0002194988,0.0006497036,0.00006636616,0.0001103119,0.0001068901,0.0001710657,0.00007528372,0.0004441369,0.01067542],"study_design_scores_gemma":[0.00008927435,0.001048948,0.9966725,0.00008324548,0.0003442662,0.0002487285,0.0002875182,0.0004095187,0.00009527189,0.0001375901,0.0005757714,0.000007317163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965564,0.001600057,0.0002497689,0.0002878724,0.00004910349,0.0000227257,0.0007086317,0.000005069548,0.0005204424],"genre_scores_gemma":[0.9988996,0.0002821987,0.0000930489,0.0001136067,0.00005695586,0.00001290557,0.0003995144,0.000001298109,0.0001409609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002466978,"threshold_uncertainty_score":0.008252859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2113496257736109,"score_gpt":0.3984540364045133,"score_spread":0.1871044106309024,"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."}}