{"id":"W4285290587","doi":"10.1590/1413-785220223001e243232","title":"INTRAOPERATIVE EVALUATION AND LEVEL OF CONTAMINATION DURING TOTAL KNEE ARTHROPLASTY","year":2022,"lang":"en","type":"article","venue":"Acta Ortopédica Brasileira","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"King Saud University","keywords":"Contamination; Medicine; Arthroplasty; Total knee arthroplasty; Surgery; Biology","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":[0.0007060785,0.0004743564,0.0004627736,0.001619775,0.0003837182,0.0008829992,0.0003221376,0.0006262172,0.002094556],"category_scores_gemma":[0.006408783,0.0003121348,0.0003099715,0.00088278,0.0007469004,0.0007036334,0.0005308593,0.0004604711,0.0004689108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002262445,"about_ca_system_score_gemma":0.000362301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466513,"about_ca_topic_score_gemma":0.0004061082,"domain_scores_codex":[0.9984642,0.000288388,0.0002950499,0.0001296297,0.0006221706,0.0002006051],"domain_scores_gemma":[0.9953347,0.00146983,0.002062057,0.000211343,0.0006086119,0.0003134981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007295884,0.0001324276,0.9485443,0.0004231479,0.00005206592,0.01969199,0.0007128033,0.00009083516,0.01166016,0.00004408213,0.0002088703,0.01770981],"study_design_scores_gemma":[0.00002213808,0.001902577,0.811819,0.0003864953,0.0001931884,0.1663147,0.002197458,0.0003862219,0.01486834,0.0001728534,0.001684455,0.00005254639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944243,0.003487968,0.0008175781,0.00005033776,0.00002754367,0.00002520802,0.00008486938,0.00001831731,0.001063837],"genre_scores_gemma":[0.9985124,0.0008688,0.0003394244,0.00002694938,0.000026064,0.000007984217,0.00007337452,0.00000445968,0.0001404819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002094556,"threshold_uncertainty_score":0.007007003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423356570009879,"score_gpt":0.3052259589904296,"score_spread":0.2628903019894417,"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."}}