{"id":"W75602292","doi":"","title":"Practice patterns for deep vein thrombosis prophylaxis in minimal-access surgery.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Pulmonary embolism; Deep vein; Pneumoperitoneum; Thrombosis; Incidence (geometry); Surgery; Venous thrombosis; Venous stasis; Laparoscopic surgery; Cholecystectomy; Laparoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006555917,0.00007074848,0.0001077371,0.0004568626,0.0003353731,0.0003110612,0.0003355845,0.0002672231,0.002212764],"category_scores_gemma":[0.005387712,0.00008577583,0.0001024262,0.0006968596,0.0003832282,0.0002888762,0.0003587766,0.0001887631,0.0001330163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019963,"about_ca_system_score_gemma":0.003012245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1075745,"about_ca_topic_score_gemma":0.2147132,"domain_scores_codex":[0.9993086,0.0001149559,0.0001220244,0.00007019288,0.0002857468,0.00009847045],"domain_scores_gemma":[0.9923996,0.001103869,0.004344408,0.00009206378,0.0007178354,0.001342192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002268747,0.00001935869,0.9903765,0.0001010583,0.000007404808,0.0001103369,0.0008914832,0.00003403646,0.0001695449,0.00002899296,0.0004223752,0.007816088],"study_design_scores_gemma":[0.000005540269,0.00006214445,0.9974898,0.0000720177,0.000004189063,0.0003759793,0.0008618396,0.0001074445,0.00002763849,0.00001968995,0.0009706711,0.000003039438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994562,0.001539514,0.0001616462,0.001719177,0.000009658979,0.00004317537,0.000275013,0.00001169175,0.001678193],"genre_scores_gemma":[0.998744,0.0005041296,0.0002775913,0.0001731794,0.000007153069,0.00001418902,0.0001235188,0.000001128148,0.0001552997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075745,"threshold_uncertainty_score":0.2138966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107401679718342,"score_gpt":0.2938019700589597,"score_spread":0.2527279532617763,"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."}}