{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002369741,0.0001274801,0.0005363179,0.0001267676,0.00006615018,0.00002138844,0.00005322429,0.00006034422,0.0004428528],"category_scores_gemma":[0.004351671,0.0001240168,0.0001294076,0.0002256744,0.00005199565,0.0001414063,0.00003688669,0.00006265868,0.00002013718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002338682,"about_ca_system_score_gemma":0.0003555689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005122321,"about_ca_topic_score_gemma":0.00002649872,"domain_scores_codex":[0.9989419,0.00004643287,0.0003405495,0.0002405864,0.0002067985,0.0002237479],"domain_scores_gemma":[0.990467,0.008839425,0.00009630774,0.0003198482,0.0001923746,0.00008500917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001224469,0.03575967,0.03549515,0.0158228,0.01067218,0.002891827,0.01087845,0.01457272,0.2111373,0.3161678,0.3176707,0.02770693],"study_design_scores_gemma":[0.005436926,0.001282906,0.8940639,0.001867291,0.006955748,0.0002375579,0.01355992,0.003797948,0.02782992,0.004729043,0.03914104,0.001097808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6534548,0.0009525995,0.313241,0.005844192,0.005546222,0.001298287,0.0002288996,0.0002431279,0.01919076],"genre_scores_gemma":[0.9942787,0.0002014221,0.00498439,0.00006220718,0.000118374,0.00007039477,0.00006681354,0.00004125557,0.0001764968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8585687,"threshold_uncertainty_score":0.5209671,"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."}}