{"id":"W2806067516","doi":"10.1177/2513826x18769432","title":"Beyond Surgical Site Bleeding","year":2018,"lang":"en","type":"article","venue":"Plastic Surgery Case Studies","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Bleed; Nonsteroidal; Surgery; Resuscitation; Blood transfusion; Duodenum; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003793043,0.0007307829,0.0005064607,0.001290449,0.001228324,0.001632267,0.0005403262,0.002393723,0.003326277],"category_scores_gemma":[0.003022994,0.0002905841,0.0006536252,0.000789784,0.00122667,0.001795187,0.0009414043,0.003051975,0.0008140671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036953,"about_ca_system_score_gemma":0.0005200997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006272269,"about_ca_topic_score_gemma":0.0006765366,"domain_scores_codex":[0.9995002,0.000128383,0.0000645189,0.00008287853,0.00007951613,0.0001446649],"domain_scores_gemma":[0.9982384,0.0005847929,0.0004749438,0.0001783762,0.0001375244,0.0003858523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008839936,0.00004125236,0.02550373,0.0001812907,0.0000221084,0.9588408,0.0003579094,0.00006013327,0.001283884,0.001429584,0.001310153,0.01088074],"study_design_scores_gemma":[0.000007071631,0.00004938987,0.002433476,0.00006004029,0.00001693821,0.9925535,0.0002298697,0.00007869839,0.0003878848,0.0007247458,0.003452091,0.000006263499],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7760828,0.1102333,0.01544863,0.02783583,0.002634923,0.0002930668,0.0004060887,0.000330384,0.06673497],"genre_scores_gemma":[0.9617742,0.02006126,0.00399818,0.005841732,0.003740933,0.00003188924,0.0001538083,0.00002787813,0.004370187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003326277,"threshold_uncertainty_score":0.01112747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03059427136050984,"score_gpt":0.2993216047961452,"score_spread":0.2687273334356354,"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."}}