{"id":"W3176082338","doi":"10.1177/22925503211024742","title":"Multidisciplinary Practice Variations of Anti-Thrombotic Strategies for Free Tissue Transfers","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; McMaster University","funders":"","keywords":"Medicine; Thrombosis; Heparin; Low molecular weight heparin; Aspirin; Venous thrombosis; Free flap; Thrombophilia; Intensive care medicine; 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":[0.001657301,0.0001798885,0.000116895,0.0006818459,0.0008795284,0.0005967134,0.0007360129,0.0006399174,0.007479349],"category_scores_gemma":[0.007746273,0.0001660055,0.000276575,0.0006844397,0.0004534042,0.0005909937,0.001889455,0.0005663721,0.000800026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220836,"about_ca_system_score_gemma":0.002652387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164762,"about_ca_topic_score_gemma":0.005781847,"domain_scores_codex":[0.9975892,0.0009578448,0.0003173758,0.0003045751,0.0004056896,0.0004253115],"domain_scores_gemma":[0.9924355,0.001464228,0.002692392,0.0002468425,0.0006863921,0.002474557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002077066,0.0007874129,0.7983189,0.0006374372,0.00009500588,0.002432072,0.01058588,0.0006971924,0.003277064,0.0006933827,0.00564457,0.1766234],"study_design_scores_gemma":[0.00009728436,0.0008889781,0.9274499,0.001430816,0.00005789447,0.01167186,0.03260433,0.001386448,0.000848249,0.001224539,0.02227619,0.00006345416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834228,0.002760146,0.0015186,0.00369474,0.0001439977,0.000220664,0.0001341513,0.00004550568,0.008059394],"genre_scores_gemma":[0.9953144,0.001231091,0.001577151,0.0008559733,0.00004597651,0.0001340295,0.00007623374,0.00001010062,0.0007551445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007479349,"threshold_uncertainty_score":0.0250209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353912447684776,"score_gpt":0.3096203281023034,"score_spread":0.2760812036254557,"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."}}