{"id":"W2312883014","doi":"10.1097/sle.0b013e318274b719","title":"Plastic Freezer Bags","year":2013,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Surgical site infection prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Surgery; Surgical site infection; Sterilization (economics); Plastic surgery; Test site; Colorectal surgery; Plastic bag","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":[0.001253773,0.0004768696,0.0003590102,0.001947787,0.0002948565,0.0008311499,0.0007446188,0.0004962705,0.008729026],"category_scores_gemma":[0.003447118,0.0001942858,0.0007544617,0.001345898,0.0003130324,0.001091741,0.0003726048,0.0003865492,0.002397293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547763,"about_ca_system_score_gemma":0.0005087764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009727788,"about_ca_topic_score_gemma":0.0007525434,"domain_scores_codex":[0.9986852,0.0002489256,0.0001794593,0.000157457,0.0006505248,0.00007848717],"domain_scores_gemma":[0.9965,0.0008584301,0.002003874,0.0001404095,0.0003943974,0.0001028373],"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":[0.002766899,0.0004901836,0.1197202,0.007087791,0.0004589849,0.003354562,0.0003261576,0.001104333,0.02706152,0.001401679,0.02098908,0.8152387],"study_design_scores_gemma":[0.0003130348,0.005538458,0.3538448,0.009386445,0.001322755,0.07480829,0.001586747,0.002014194,0.09107753,0.00112669,0.4587559,0.000225198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6789343,0.2525715,0.01601347,0.002363051,0.001810038,0.0008332942,0.005716311,0.001070879,0.04068713],"genre_scores_gemma":[0.847374,0.114177,0.02039214,0.001809167,0.0006497248,0.0003178193,0.003521074,0.0001990783,0.01155999],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008729026,"threshold_uncertainty_score":0.02920145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008775350218642475,"score_gpt":0.276824116812687,"score_spread":0.2680487665940446,"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."}}