{"id":"W2884949330","doi":"10.1186/s12891-018-2199-z","title":"The impact of thermal cycling on Staphylococcus aureus biofilm growth on stainless steel and titanium orthopaedic plates","year":2018,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Ontario Centres of Excellence","keywords":"Biofilm; Titanium; Temperature cycling; Staphylococcus aureus; Microbiology; Implant; In vivo; Bacteria; Bacterial growth; Cycling; Biomedical engineering; Materials science; Medicine; Biology; Metallurgy; Surgery; Thermal","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002285548,0.000278279,0.0002668042,0.000156958,0.0003582044,0.0000271018,0.00006504152,0.0001059302,0.00008286464],"category_scores_gemma":[0.0001450241,0.0001574957,0.0003870065,0.0002536352,0.0004144144,0.00006897266,0.0000420519,0.0001962694,0.00003746812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006615382,"about_ca_system_score_gemma":0.0001232062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714672,"about_ca_topic_score_gemma":0.0002660394,"domain_scores_codex":[0.9986435,0.00008872538,0.0002732862,0.0003162765,0.000294585,0.000383663],"domain_scores_gemma":[0.9989983,0.0002578026,0.0001280924,0.0003619991,0.0001102845,0.0001435494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001077326,0.000978707,0.9669417,0.0001984807,0.0006486504,0.000008035335,0.0002437064,0.00005014197,0.002367512,0.0018182,0.0002497525,0.02541775],"study_design_scores_gemma":[0.002667882,0.00566859,0.9899101,0.0001148733,0.0001303857,0.000002881009,0.0003756792,0.0002907595,0.0002781065,0.0002002477,0.0001705778,0.0001898614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861978,0.0002145419,0.00005233567,0.0001051014,0.0001799493,0.0006115984,0.00002907863,0.0000547652,0.01255478],"genre_scores_gemma":[0.9992039,0.0002365326,0.00006578646,0.00003557063,0.0001824507,0.00003225386,0.0000210551,0.00003878391,0.0001836835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02522788,"threshold_uncertainty_score":0.6422487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031414625965837,"score_gpt":0.2903857032920256,"score_spread":0.2800715570323672,"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."}}