{"id":"W2210716154","doi":"10.1002/micr.30017","title":"Reduced venous thrombosis and re‐exploration time with anastomotic coupling device: A cohort study","year":2015,"lang":"en","type":"article","venue":"Microsurgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Anastomosis; Venous thrombosis; Thrombosis; Cohort; 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":[0.0007956218,0.000297466,0.0004128404,0.0006346841,0.0003994202,0.0006405172,0.0002754587,0.0003819084,0.002882215],"category_scores_gemma":[0.003247312,0.0003193457,0.0007341911,0.0008160609,0.0002485903,0.0005355431,0.0003039435,0.0006045967,0.0003524453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151807,"about_ca_system_score_gemma":0.000300311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275847,"about_ca_topic_score_gemma":0.0006815172,"domain_scores_codex":[0.9994124,0.0001472094,0.00006664814,0.0001724636,0.0001082533,0.00009307048],"domain_scores_gemma":[0.9986067,0.0003492433,0.0005507011,0.0002022769,0.0001104998,0.0001805816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001620067,0.0002350584,0.9937256,0.00002414479,0.000273153,0.0001852654,0.00009690418,0.00002897101,0.0003343344,0.00002544013,0.0001017547,0.003349345],"study_design_scores_gemma":[0.0001386643,0.003413024,0.9928718,0.00002597338,0.0003445657,0.00176507,0.0003208234,0.0002195628,0.00028653,0.00006243364,0.0005366589,0.00001483887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993383,0.0002607234,0.0001115069,0.00001056486,0.000005847012,0.00001097744,0.00009428135,0.000001662192,0.0001661538],"genre_scores_gemma":[0.9993829,0.0001770422,0.0001120726,0.00001538097,0.00001322853,0.00001906908,0.0001276382,0.000002375276,0.0001502926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002882215,"threshold_uncertainty_score":0.009641945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05183006881297367,"score_gpt":0.2969418385021602,"score_spread":0.2451117696891865,"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."}}