{"id":"W4415704504","doi":"10.1016/j.arth.2025.10.072","title":"2025 ICM: Surgical Site Irrigation","year":2025,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The North South Institute; McMaster University","funders":"","keywords":"","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":[0.0008158486,0.0005253066,0.0003367444,0.00151422,0.0004657519,0.001441729,0.0005966773,0.001202876,0.1386563],"category_scores_gemma":[0.002718613,0.0001582107,0.0003386813,0.000919346,0.0006634296,0.0006489748,0.001000749,0.001349317,0.05119677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501184,"about_ca_system_score_gemma":0.001294011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006745453,"about_ca_topic_score_gemma":0.001551144,"domain_scores_codex":[0.9992766,0.000121448,0.00009111158,0.00009676455,0.0003281946,0.00008593427],"domain_scores_gemma":[0.998598,0.0002818828,0.000235786,0.0001226494,0.0004393914,0.0003222496],"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":[0.000309653,0.0001206803,0.001936025,0.0005317788,0.00001607454,0.0009031278,0.0000594294,0.0001843687,0.004892988,0.006262953,0.2502219,0.7345611],"study_design_scores_gemma":[0.00006872403,0.0002714904,0.006171546,0.0003935809,0.00002099373,0.007639878,0.00005874231,0.0006343347,0.003474051,0.00200168,0.9792372,0.00002778868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02479241,0.02657931,0.04231711,0.009594643,0.02349657,0.00058057,0.00415896,0.01320784,0.8552727],"genre_scores_gemma":[0.2148118,0.02079294,0.07797587,0.01064996,0.009097053,0.0006552485,0.004690789,0.002575363,0.6587509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1386563,"threshold_uncertainty_score":0.4638515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632453875154512,"score_gpt":0.3061483181936188,"score_spread":0.2898237794420737,"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."}}