{"id":"W4213452461","doi":"10.1182/bloodadvances.2021006482","title":"American Society of Hematology, ABHH, ACHO, Grupo CAHT, Grupo CLAHT, SAH, SBHH, SHU, SOCHIHEM, SOMETH, Sociedad Panameña de Hematología, Sociedad Peruana de Hematología, and SVH 2022 guidelines for prevention of venous thromboembolism in surgical and medical patients and long-distance travelers in Latin America","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Hematology; Internal medicine; Medicine; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001014125,0.0003850582,0.002043963,0.0002035186,0.0002183698,0.00001459116,0.0002329245,0.000182024,0.00004543428],"category_scores_gemma":[0.000346283,0.0003778416,0.0002431188,0.0005291874,0.001157843,0.0001431943,0.0003011288,0.0004680358,1.556749e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236734,"about_ca_system_score_gemma":0.0002551498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006418897,"about_ca_topic_score_gemma":0.0007284686,"domain_scores_codex":[0.9964463,0.0002717047,0.001176778,0.0007500683,0.0006191957,0.0007359963],"domain_scores_gemma":[0.9981186,0.0005472645,0.0006925873,0.0002634811,0.0001407711,0.0002372562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004709949,0.008171076,0.8577958,0.004476884,0.0009265097,0.0001743685,0.01029558,0.0001787103,0.0006170321,0.004291697,0.00281911,0.1097822],"study_design_scores_gemma":[0.02316178,0.005304095,0.9070123,0.001450748,0.001395273,0.0007086806,0.03843508,0.004806711,0.001988034,0.007885556,0.006424621,0.001427098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766178,0.019015,0.0005653482,0.002329189,0.00007115579,0.001212136,0.00009823245,0.00003359358,0.00005755537],"genre_scores_gemma":[0.9755114,0.015287,0.007818416,0.0007731277,0.00004197483,0.0004137709,0.00007375689,0.00004813286,0.00003247502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083551,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193545196408352,"score_gpt":0.3331365418248726,"score_spread":0.3112010898607891,"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."}}