{"id":"W4311815306","doi":"10.21203/rs.3.rs-2341806/v1","title":"Antibiotic elution from cement: an in vitro study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Elution; Cement; Vancomycin; Antibiotics; Saline; Bone cement; Materials science; Biomedical engineering; Complication; Medicine; Chromatography; Surgery; Composite material; Microbiology; Chemistry; Anesthesia; Staphylococcus aureus; Bacteria; 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":[0.0006411407,0.0006209444,0.0004847116,0.0003112202,0.0003208869,0.0005835946,0.0002620546,0.0005076068,0.001339464],"category_scores_gemma":[0.0006473745,0.0002880588,0.0006864841,0.0004515275,0.0003321784,0.0004038827,0.0003490813,0.0005572747,0.000457694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636653,"about_ca_system_score_gemma":0.0002287705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008336504,"about_ca_topic_score_gemma":0.0009964325,"domain_scores_codex":[0.9988173,0.0004057469,0.00015358,0.0001570122,0.0003406892,0.0001257528],"domain_scores_gemma":[0.998637,0.0006760538,0.0002111426,0.0001325621,0.0002758553,0.00006733712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003765477,0.0004506323,0.001307171,0.000368223,0.00003638109,0.000129695,0.0001465326,0.0002108764,0.9941142,0.00005344157,0.00005743371,0.002748949],"study_design_scores_gemma":[0.00002406064,0.006398143,0.007556475,0.00004563722,0.0001230994,0.000368959,0.0001607248,0.0008665855,0.9822797,0.00006313613,0.002091125,0.00002247061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894509,0.006379668,0.002359778,0.00006758473,0.00006567495,0.00006626381,0.0003168988,0.00001880851,0.001274514],"genre_scores_gemma":[0.9904487,0.003042791,0.003833042,0.00004714576,0.00004283069,0.00004163615,0.0006179286,0.00001740988,0.001908493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001339464,"threshold_uncertainty_score":0.004480958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09630741752905814,"score_gpt":0.4508190803140739,"score_spread":0.3545116627850158,"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."}}