{"id":"W7008281111","doi":"","title":"Can recent health service use predict postoperative complications in seniors undergoing colon cancer surgery?","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Incidence (geometry); Multivariate analysis; Complication; Cohort; Prospective cohort study; Proportional hazards model; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008464645,0.0002742148,0.0002656329,0.0009282987,0.0003165154,0.0007267192,0.0003454582,0.0004170944,0.002169975],"category_scores_gemma":[0.004172495,0.0001375094,0.0006029903,0.00131791,0.000282963,0.0003632866,0.0004213838,0.0004283638,0.0002127076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832764,"about_ca_system_score_gemma":0.0006201119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02453841,"about_ca_topic_score_gemma":0.03302654,"domain_scores_codex":[0.9996539,0.00008927512,0.00004321054,0.00004688993,0.00008555467,0.00008102773],"domain_scores_gemma":[0.9972843,0.000440109,0.001349021,0.00009618468,0.0002763674,0.0005540533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001650472,0.000003972343,0.9993106,0.00000573439,0.00001559606,0.000009542286,0.000008828059,0.00001547617,0.000009496204,0.000003365347,0.00005810904,0.0005427643],"study_design_scores_gemma":[0.000001878875,0.00002817349,0.9994718,0.000009696486,0.00001369734,0.00005547898,0.00004991683,0.000241918,0.000009135391,0.00001299614,0.0001035248,0.000001777077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972849,0.0008555076,0.00008829767,0.0002687215,0.00002169837,0.000008259532,0.0009013322,0.000005801495,0.0005654452],"genre_scores_gemma":[0.9992261,0.0001872577,0.00005210149,0.00003367677,0.00002383268,0.000002677857,0.0004095134,8.822561e-7,0.00006397601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02453841,"threshold_uncertainty_score":0.04879111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392355909308843,"score_gpt":0.3044713488406472,"score_spread":0.2652357579097629,"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."}}