{"id":"W4406511610","doi":"10.1016/j.ysur.2016.03.175","title":"10.1016/j.ysur.2016.03.175","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antimicrobial; Short course; Intensive care medicine; Microbiology; Pediatrics","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":[0.0007158772,0.001157536,0.0004972142,0.001803304,0.0009175456,0.002389462,0.0008981982,0.002763628,0.8750327],"category_scores_gemma":[0.001543781,0.0003976299,0.0006445601,0.0008303476,0.0007749969,0.002027039,0.001290878,0.001375062,0.8033123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007520936,"about_ca_system_score_gemma":0.001193471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327346,"about_ca_topic_score_gemma":0.002205199,"domain_scores_codex":[0.9997061,0.00002650822,0.00003312659,0.00007684906,0.00007949065,0.0000779267],"domain_scores_gemma":[0.9990739,0.0001639995,0.00015781,0.00005220705,0.0001905022,0.0003615751],"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":[0.0003092423,0.0003748492,0.01160074,0.0007294731,0.00005394648,0.0007007184,0.0001537194,0.000232395,0.0005643375,0.003914095,0.2536224,0.727744],"study_design_scores_gemma":[0.00009281628,0.0002308599,0.01324538,0.002030522,0.00009110528,0.007802196,0.0006030557,0.0004425306,0.0005979382,0.006330909,0.9684855,0.00004725975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0108332,0.02105498,0.002931112,0.009767662,0.003699498,0.0001465229,0.003807422,0.00191675,0.9458427],"genre_scores_gemma":[0.03331789,0.009090863,0.002538364,0.002963732,0.001537242,0.0001198569,0.002608872,0.0004200915,0.9474032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1249673,"threshold_uncertainty_score":0.1782507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00923267268036699,"score_gpt":0.2016282638731438,"score_spread":0.1923955911927768,"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."}}