{"id":"W4406496427","doi":"10.1016/j.ysur.2014.03.103","title":"10.1016/j.ysur.2014.03.103","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Laparotomy; Anastomosis; Damage control; Surgery; Intensive care medicine; Anesthesia; General 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":[0.0008140831,0.0009017195,0.0004195437,0.001766819,0.0009422609,0.002472971,0.0008340362,0.002700072,0.8983196],"category_scores_gemma":[0.002273673,0.0003362366,0.000533512,0.0008160453,0.0007378897,0.002140443,0.001382206,0.00139885,0.8187965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009176084,"about_ca_system_score_gemma":0.001547101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833699,"about_ca_topic_score_gemma":0.002671195,"domain_scores_codex":[0.9996791,0.00003420709,0.00003279833,0.00007857839,0.00008552648,0.00008984775],"domain_scores_gemma":[0.9987636,0.0002419899,0.0001774228,0.00006120381,0.000251838,0.0005041049],"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":[0.0002121526,0.0003343459,0.00937469,0.000445975,0.00003654197,0.0003508479,0.0001535673,0.000196612,0.0003279844,0.005183117,0.3270504,0.6563338],"study_design_scores_gemma":[0.00009174528,0.0001822806,0.01210196,0.001598759,0.00007340014,0.003619657,0.0006940538,0.0004365436,0.0004593883,0.00799192,0.9727067,0.00004353852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007579251,0.01020498,0.002417293,0.0119072,0.002782229,0.0001226149,0.003634487,0.001602321,0.9597496],"genre_scores_gemma":[0.02963538,0.005261776,0.002127726,0.002853983,0.001128853,0.0001190089,0.002280263,0.000398634,0.9561945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1016804,"threshold_uncertainty_score":0.1450347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005469571758452928,"score_gpt":0.1925018110433075,"score_spread":0.1870322392848545,"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."}}