{"id":"W4406464823","doi":"10.1016/j.ysur.2016.03.144","title":"10.1016/j.ysur.2016.03.144","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal surgery; Surgery; General surgery; Intensive care medicine; Abdominal surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006152663,0.0009176369,0.0004525196,0.001581938,0.0008443109,0.002269273,0.000869831,0.002914302,0.86255],"category_scores_gemma":[0.001803213,0.0003377725,0.0005066214,0.0006582324,0.0007001414,0.0020618,0.001153417,0.001379621,0.8086829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000707465,"about_ca_system_score_gemma":0.001188963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343366,"about_ca_topic_score_gemma":0.002226807,"domain_scores_codex":[0.9997298,0.00002560412,0.00002879062,0.00006542358,0.00007688774,0.00007338639],"domain_scores_gemma":[0.9990652,0.0001636757,0.0001430478,0.00004689647,0.0001897904,0.0003914022],"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":[0.000269088,0.0003310624,0.009455021,0.0005238952,0.00003681497,0.0006878628,0.0001504994,0.0002245923,0.0004754057,0.003869797,0.3087471,0.6752288],"study_design_scores_gemma":[0.00008681344,0.0001843082,0.01012205,0.001658989,0.0000609456,0.006917969,0.0005265735,0.0004021282,0.0004765791,0.006269044,0.9732563,0.000038279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008253551,0.01687565,0.00263333,0.01184535,0.003096792,0.0001264903,0.003452843,0.001635515,0.9520805],"genre_scores_gemma":[0.03355592,0.008804839,0.002903546,0.003646365,0.001507499,0.0001237565,0.002777866,0.0004082154,0.946272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.13745,"threshold_uncertainty_score":0.1960558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007038811816533885,"score_gpt":0.1984636437592399,"score_spread":0.191424831942706,"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."}}