{"id":"W4406450224","doi":"10.1016/j.yprs.2013.06.040","title":"10.1016/j.yprs.2013.06.040","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Antibiotics; Prophylactic antibiotic; Surgery; Prophylactic treatment; Plastic surgery; Intensive care medicine; Antibiotic prophylaxis; Microbiology","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":[0.0007713439,0.001096663,0.0006172539,0.001780052,0.0009359532,0.003127725,0.001075913,0.003686607,0.9159505],"category_scores_gemma":[0.001572358,0.0004116102,0.0006252222,0.0008358964,0.0009266303,0.002308874,0.001430137,0.001642681,0.8885832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652194,"about_ca_system_score_gemma":0.001271397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863948,"about_ca_topic_score_gemma":0.001873334,"domain_scores_codex":[0.9997248,0.00002399993,0.00002177702,0.00007876926,0.00008853354,0.00006207396],"domain_scores_gemma":[0.9990514,0.0001567631,0.0001167391,0.00006855523,0.0001917336,0.0004147667],"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":[0.0002380182,0.000212377,0.003158835,0.0004202922,0.00003266765,0.0004145062,0.0001230956,0.0002071121,0.001116591,0.006623282,0.3175744,0.6698788],"study_design_scores_gemma":[0.00004536608,0.0001000129,0.003508765,0.000659718,0.00003200941,0.002865158,0.0002487736,0.0001924316,0.0005226823,0.004292621,0.9875102,0.0000222429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003477898,0.01024123,0.002862115,0.007613917,0.002274658,0.0000904184,0.002398294,0.002041865,0.9689996],"genre_scores_gemma":[0.008985687,0.003634937,0.001690922,0.001721351,0.0005858373,0.00005868385,0.001558597,0.0002914673,0.9814725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08404952,"threshold_uncertainty_score":0.1198865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125243833458071,"score_gpt":0.2355852793802831,"score_spread":0.2243328410457024,"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."}}