{"id":"W2253736303","doi":"10.1056/nejmoa1506623","title":"Screening for Occult Cancer in Unprovoked Venous Thromboembolism","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; Université de Montréal; McGill University; Ottawa Hospital; University of Manitoba; University of Ottawa; Montreal General Hospital; Jewish General Hospital; Dalhousie University","funders":"","keywords":"Medicine; Occult; Cancer screening; Cancer; Randomization; Randomized controlled trial; Radiology; Surgery; Internal medicine; Pathology","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":[0.003014062,0.0004300796,0.001110724,0.0002746984,0.0002722366,0.0003350223,0.0004438711,0.0008262305,0.002082301],"category_scores_gemma":[0.006204811,0.0002105891,0.0006045348,0.0004042909,0.0007136828,0.0002482332,0.0002580293,0.0007352133,0.0001241648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006339007,"about_ca_system_score_gemma":0.002156136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127012,"about_ca_topic_score_gemma":0.005131269,"domain_scores_codex":[0.9983907,0.0009880015,0.0001560405,0.0001582476,0.0001995153,0.0001076222],"domain_scores_gemma":[0.9962303,0.001919897,0.0008528577,0.0001276535,0.0002201459,0.0006490839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7203416,0.01386267,0.110447,0.005629745,0.002087483,0.0002077326,0.0001904179,0.001635045,0.004474892,0.0002454285,0.001003688,0.1398743],"study_design_scores_gemma":[0.4201238,0.3563865,0.2102346,0.001271966,0.003264484,0.0007966076,0.0001072036,0.001771135,0.002629551,0.000429436,0.002950961,0.00003378604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890326,0.00863338,0.0002417204,0.0002976306,0.00009245896,0.0008658973,0.0001318131,0.000006606852,0.0006979013],"genre_scores_gemma":[0.996403,0.001954914,0.0006831086,0.0001921333,0.0001264513,0.0004237202,0.0001017302,9.013216e-7,0.0001140824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003014062,"threshold_uncertainty_score":0.01594007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08058521428705899,"score_gpt":0.3587373005785475,"score_spread":0.2781520862914885,"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."}}