{"id":"W3109774758","doi":"10.1503/cjs.015219","title":"Thromboprophylaxis practice patterns and beliefs among physicians treating patients with abdominopelvic cancers at a Canadian centre","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Venous thromboembolism; Thrombosis; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001234294,0.0001689655,0.0002176967,0.001006668,0.002376789,0.0008329513,0.0007339267,0.0004327154,0.003486763],"category_scores_gemma":[0.006483998,0.0002421626,0.0002513494,0.002246701,0.0007939542,0.0003336612,0.0005905312,0.000524945,0.0002047526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01880493,"about_ca_system_score_gemma":0.02866471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497656,"about_ca_topic_score_gemma":0.9683482,"domain_scores_codex":[0.9983532,0.0001995671,0.0001146662,0.0001857899,0.0006576643,0.0004891683],"domain_scores_gemma":[0.9923827,0.001060133,0.001878107,0.00009362477,0.002124452,0.002460947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000588241,0.00006140485,0.9792511,0.0001859637,0.00002571615,0.0002274656,0.006378604,0.00009145694,0.0003253454,0.00006420811,0.003175125,0.01015489],"study_design_scores_gemma":[0.0000141217,0.00007973572,0.9887471,0.0001842693,0.00002162716,0.0002069444,0.007787149,0.0002023284,0.00008602859,0.00001483203,0.002639193,0.00001670389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907742,0.001119899,0.0001047584,0.002632794,0.00001705392,0.00006795744,0.001050949,0.00001136664,0.00422096],"genre_scores_gemma":[0.9971249,0.0009164889,0.0003580486,0.0007297917,0.00001341944,0.00002795181,0.0003215871,0.000002887062,0.000504974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05023438,"threshold_uncertainty_score":0.13644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279234267366916,"score_gpt":0.2026972292834399,"score_spread":0.1899048866097708,"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."}}