{"id":"W7048101383","doi":"","title":"An international prospective cohort study evaluating major vascular complications among patients undergoing noncardiac surgery : the VISION Pilot Study","year":2011,"lang":"en","type":"article","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Myocardial infarction; Prospective cohort study; Perioperative; Troponin; Incidence (geometry); Cohort; Confidence interval; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009897586,0.0002676778,0.0003249823,0.0002341204,0.001193822,0.0004691883,0.0006203409,0.00002757687,0.01172325],"category_scores_gemma":[0.00003277691,0.0002343499,0.0001706237,0.0003944122,0.000111285,0.0003205772,0.0003340157,0.0003234494,0.00005311056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007180715,"about_ca_system_score_gemma":0.0001118982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008246934,"about_ca_topic_score_gemma":0.001457736,"domain_scores_codex":[0.9969653,0.0005658098,0.0003603334,0.0006799321,0.001048496,0.0003801189],"domain_scores_gemma":[0.9981829,0.0002454405,0.000216976,0.0007134857,0.000481691,0.0001595195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001322805,0.003545151,0.9781047,0.000004549096,0.0005256836,0.000003516956,0.003152065,0.00001294276,0.00003819401,0.0004044453,0.0002539511,0.0138226],"study_design_scores_gemma":[0.003000823,0.001745895,0.9773867,0.00002610991,0.0001387824,1.4839e-7,0.01652999,0.0005831236,0.000005883885,0.0002471411,0.00007838157,0.0002569823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432268,0.000005443965,0.000351183,0.00008217029,0.0002188047,0.003889461,0.00002461064,0.00005138403,0.05215011],"genre_scores_gemma":[0.9987869,0.000002500231,0.00008111846,0.00001334349,0.00008955985,0.0002366058,0.0001048327,0.00002821222,0.0006569355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05556006,"threshold_uncertainty_score":0.9983572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241027625230523,"score_gpt":0.2808726255239951,"score_spread":0.2567698630009427,"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."}}