{"id":"W3025581515","doi":"","title":"Microbial Load of Trocars: Potential Source of Contamination and Surgical Site Infection.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Surgical site infection; Umbilicus (mollusc); Aseptic processing; Surgery; Contamination; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000595862,0.0003432578,0.0003741001,0.00120958,0.0003825761,0.0008193014,0.0001713894,0.000402843,0.001533162],"category_scores_gemma":[0.002236038,0.0002645346,0.0003452266,0.0009990095,0.0002683966,0.0005078372,0.000554818,0.0005325259,0.000330462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869741,"about_ca_system_score_gemma":0.0002562733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674782,"about_ca_topic_score_gemma":0.0007326625,"domain_scores_codex":[0.9992796,0.0001553798,0.0001015612,0.0001094402,0.0002260959,0.0001279768],"domain_scores_gemma":[0.9979656,0.0002382902,0.001227195,0.00008917944,0.0002446474,0.000235217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001008791,0.00004336923,0.9964044,0.00002224392,0.00002078292,0.00009355845,0.00006566532,0.000010643,0.001123872,0.000007329664,0.00002654187,0.002080724],"study_design_scores_gemma":[0.000002756098,0.0005758447,0.9969038,0.00001609205,0.0000279586,0.0009628411,0.0003557698,0.0001133366,0.000772124,0.00002286711,0.0002407932,0.000005756387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998322,0.00083671,0.0001757255,0.00002811745,0.000008311794,0.00001433068,0.000231164,0.000004324329,0.000379291],"genre_scores_gemma":[0.9992403,0.0002052346,0.0002122869,0.00001567166,0.00001114688,0.000009036145,0.0001604155,0.000001775285,0.0001441458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001533162,"threshold_uncertainty_score":0.00512892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00967165362457166,"score_gpt":0.2305151794481257,"score_spread":0.2208435258235541,"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."}}