{"id":"W4220792764","doi":"10.1245/s10434-022-11529-w","title":"ASO Author Reflections: Is it Time for a Tailored Approach to Venous Thromboembolism Prophylaxis in Patients with Esophagogastric Cancer?","year":2022,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Surgical oncology; Medicine; Esophagogastric junction; Venous thromboembolism; General surgery; Cancer; Internal medicine; Oncology; Adenocarcinoma; Thrombosis","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":[0.005247604,0.000531683,0.001246493,0.00100671,0.003004579,0.00515474,0.001618814,0.02541555,0.01093919],"category_scores_gemma":[0.04756713,0.0006484567,0.001211474,0.0009544939,0.00228318,0.004143514,0.002107813,0.03584612,0.006644032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785535,"about_ca_system_score_gemma":0.01310378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005627791,"about_ca_topic_score_gemma":0.01353852,"domain_scores_codex":[0.9963654,0.0009333196,0.0006111457,0.0004516321,0.001026027,0.0006124603],"domain_scores_gemma":[0.9565132,0.01834502,0.002256583,0.0009003815,0.0131118,0.008873109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003713259,0.00003354259,0.00104496,0.00007264018,0.00001163062,0.0001973751,0.0001079864,0.00004457394,0.00003978593,0.0005287118,0.9887974,0.00908432],"study_design_scores_gemma":[0.0002199701,0.0001240163,0.002643345,0.001374263,0.0001017679,0.001144042,0.001359701,0.0003280184,0.0002268042,0.004274597,0.9880669,0.0001365147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002076907,0.0012642,0.00004408941,0.9463931,0.05093143,0.000004947544,0.00003420871,0.000009843721,0.001110536],"genre_scores_gemma":[0.003415086,0.00352463,0.0002796023,0.8805272,0.1078457,0.00003431518,0.00003966704,0.00002487881,0.004309021],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02541555,"threshold_uncertainty_score":0.03659523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777917936985873,"score_gpt":0.3862106408164815,"score_spread":0.3084188471178942,"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."}}