{"id":"W3046665734","doi":"10.3390/jcm9082467","title":"Prevention of Venous Thromboembolism in 2020 and Beyond","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pulmonary embolism; Venous thromboembolism; Intensive care medicine; Deep vein; Thrombosis; Epidemiology; Venous thrombosis; Pregnancy; 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":[0.002989549,0.0003519848,0.01115264,0.0003576278,0.0000173315,0.000005788344,0.0002400558,0.0004098148,0.0002008701],"category_scores_gemma":[0.002936697,0.0002221203,0.0008603382,0.0004565611,0.0002969934,0.00007207486,0.0001233792,0.00139204,0.00000808707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000570571,"about_ca_system_score_gemma":0.0005968683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001184018,"about_ca_topic_score_gemma":0.000004972976,"domain_scores_codex":[0.9932948,0.0003988783,0.005057258,0.0003269044,0.0006960928,0.0002260847],"domain_scores_gemma":[0.9946381,0.001021828,0.003412043,0.0002942979,0.0002038288,0.0004299266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007925994,0.001220099,0.0001056064,0.01579748,0.0009422477,0.0006590704,0.0001676459,1.402819e-7,4.911302e-7,0.0002139749,0.008553126,0.9722608],"study_design_scores_gemma":[0.003137477,0.008384978,0.005756042,0.05783491,0.00795175,0.0004155279,0.0001188209,0.000003263646,2.934985e-7,0.0006525767,0.9155909,0.0001534603],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004379657,0.9916276,0.00002256207,0.003049917,0.001175197,0.0008493139,0.000004293757,0.000006504183,0.002826603],"genre_scores_gemma":[0.0005938841,0.9954277,0.0005593703,0.0006185359,0.002670736,0.000007552515,0.00001170703,0.00004534344,0.00006518396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721074,"threshold_uncertainty_score":0.9057802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154164049844377,"score_gpt":0.4772626997337758,"score_spread":0.3618462947493381,"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."}}