{"id":"W4406943010","doi":"10.1093/ofid/ofae631.595","title":"P-394. Prevention Of Infections In Cardiac Surgery (PICS)-Prevena Study – a pilot/vanguard factorial cluster cross-over RCT","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Randomized controlled trial; Vanguard; Cluster randomised controlled trial; Cluster (spacecraft); Cross over; Internal medicine; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005287219,0.00123833,0.002035618,0.000370873,0.0004877674,0.00111758,0.0008513562,0.001749063,0.01321328],"category_scores_gemma":[0.004607182,0.0006217586,0.001937782,0.0005099125,0.0009790844,0.0008506175,0.0009271654,0.001370337,0.0009916901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006688021,"about_ca_system_score_gemma":0.003037688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277739,"about_ca_topic_score_gemma":0.002739123,"domain_scores_codex":[0.9972921,0.001800259,0.0002066352,0.0002962353,0.0001711422,0.000233511],"domain_scores_gemma":[0.9979297,0.0006551888,0.0004729621,0.0002067939,0.0002387531,0.0004965594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9134656,0.01648009,0.004789548,0.0177059,0.004937302,0.0001760831,0.000425982,0.0003873298,0.003224943,0.0009994071,0.003571922,0.03383586],"study_design_scores_gemma":[0.8693585,0.1102971,0.009179076,0.001188685,0.003487912,0.00006307603,0.0001958401,0.0003852632,0.0004897419,0.0005409623,0.004787124,0.00002667066],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637026,0.01261256,0.002636534,0.002284402,0.001077029,0.1025938,0.005353285,0.0002952091,0.009444506],"genre_scores_gemma":[0.8766276,0.003645644,0.01006689,0.001686117,0.0004085759,0.100564,0.001583428,0.00003663528,0.005381085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321328,"threshold_uncertainty_score":0.0442028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166544399593461,"score_gpt":0.3491119894009255,"score_spread":0.3324575494415793,"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."}}