{"id":"W4366142226","doi":"10.1097/01.xcs.0000932424.80398.1c","title":"Older Age Associated With Quality Of Rectal Cancer Care: An ACS NSQIP Database Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Colorectal cancer; Database; Cancer; Gerontology; Family medicine; General 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":[0.001320199,0.0002022708,0.0003969137,0.0009398933,0.0003822974,0.0007589076,0.0003816159,0.0003478285,0.001448181],"category_scores_gemma":[0.004091816,0.0003037769,0.0005615598,0.002919767,0.000225626,0.000846736,0.0007591344,0.0006036294,0.0001643429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006454875,"about_ca_system_score_gemma":0.000740228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215911,"about_ca_topic_score_gemma":0.01399549,"domain_scores_codex":[0.9988874,0.0002791572,0.0002470469,0.0002168914,0.0002208556,0.0001485926],"domain_scores_gemma":[0.9961855,0.0004498712,0.002369685,0.0002382852,0.0003232544,0.0004334695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003993484,0.00002399276,0.9993775,0.00001254918,0.00003682209,0.00001905636,0.00005125881,0.0000133079,0.00001718718,0.000008823104,0.000112044,0.0002875761],"study_design_scores_gemma":[0.000009347752,0.00004053607,0.9993204,0.00001336121,0.00002564052,0.00008049452,0.0001963685,0.0001319328,0.00001045518,0.00000875304,0.0001600823,0.000002717058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976241,0.0002131868,0.00005194127,0.0001006593,0.000006149691,0.00002575867,0.001682426,0.000002249231,0.0002933903],"genre_scores_gemma":[0.9984654,0.0001310232,0.00007082772,0.00007008544,0.000009496094,0.00003149706,0.001162531,0.000001596808,0.00005747478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215911,"threshold_uncertainty_score":0.02417666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412384922175616,"score_gpt":0.3699815676185955,"score_spread":0.3158577183968393,"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."}}