{"id":"W3048216755","doi":"10.1002/oby.22905","title":"Bariatric Surgery‐Induced Changes in Intima‐Media Thickness and Cardiovascular Risk Factors in Class 3 Obesity: A 3‐Year Follow‐Up Study","year":2020,"lang":"en","type":"article","venue":"Obesity","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"FP7 Health","keywords":"Medicine; Obesity; Intima-media thickness; Weight loss; Blood pressure; Internal medicine; Risk factor; Framingham Heart Study; Surgery; Cardiology; Framingham Risk Score; Disease; Carotid arteries","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":[0.0009325102,0.0004497915,0.0006909822,0.000410605,0.0005672073,0.0004091708,0.0002867764,0.0006658619,0.0009061728],"category_scores_gemma":[0.0008003722,0.0002888927,0.000750466,0.0004158897,0.0002134158,0.0003194216,0.0004322526,0.000721905,0.0002446803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722223,"about_ca_system_score_gemma":0.0003041197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756752,"about_ca_topic_score_gemma":0.003338111,"domain_scores_codex":[0.9997787,0.00004768991,0.00001642031,0.00003926099,0.0000515126,0.00006644949],"domain_scores_gemma":[0.9990898,0.00006931641,0.0003504381,0.00007820256,0.0001317482,0.0002805717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006718667,0.001625432,0.9823337,0.00003904007,0.0004194142,0.0002992003,0.000200026,0.00004845746,0.002738335,0.00000787912,0.0001270776,0.005442845],"study_design_scores_gemma":[0.00004077652,0.001060498,0.9985558,0.000002601113,0.00005101908,0.0000658115,0.0000433373,0.00003087095,0.00008384235,0.000002843831,0.00005980758,0.000002829428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995654,0.0001588349,0.00003886778,0.00001081356,0.00000458027,0.00002139522,0.00008691142,0.000002209996,0.0001109571],"genre_scores_gemma":[0.9990863,0.0001236302,0.00009023133,0.00002882867,0.00001390826,0.00003430496,0.0003674845,0.000001792923,0.0002536027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002756752,"threshold_uncertainty_score":0.005481482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795616774169088,"score_gpt":0.2436052615641282,"score_spread":0.2056490938224373,"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."}}