{"id":"W3200823803","doi":"10.4236/ojmm.2021.113014","title":"&amp;lt;i&amp;gt;In Vitro&amp;lt;/i&amp;gt; Evaluation of Bacterial Adhesion to Dental and Stainless-Steel Surfaces","year":2021,"lang":"en","type":"article","venue":"Open Journal of Medical Microbiology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adhesion; Biofilm; Staphylococcus aureus; Materials science; Germ; In vitro; Bacterial growth; Autoclave; Optical microscope; Bacteria; Scanning electron microscope; Microbiology; Metallurgy; Biomedical engineering; Chemistry; Composite material; Cell biology; Biology; Medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005371655,0.0005399256,0.0004608057,0.000343679,0.0002290531,0.000276766,0.0002022461,0.0003324046,0.002930284],"category_scores_gemma":[0.0004312526,0.0002134744,0.0003444955,0.0003812103,0.0002835623,0.0002216568,0.0002677763,0.0004734602,0.0008911429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209396,"about_ca_system_score_gemma":0.0001938589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007058218,"about_ca_topic_score_gemma":0.001026546,"domain_scores_codex":[0.9994236,0.0001749886,0.00007251163,0.00008405722,0.0001587904,0.00008601177],"domain_scores_gemma":[0.9996101,0.0001708903,0.00006475946,0.00003729759,0.0000854024,0.00003159964],"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":[0.000178413,0.0001386459,0.0007202613,0.0001949558,0.000006569067,0.0001081985,0.0001006548,0.00008153515,0.9933647,0.00007078622,0.00006223031,0.0049731],"study_design_scores_gemma":[0.00001155103,0.002405188,0.01097329,0.0000217401,0.00003515387,0.0002794916,0.0001134873,0.001023305,0.982089,0.00008186455,0.002954253,0.00001159976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679729,0.006191581,0.01557055,0.0001694101,0.0001517773,0.0002257009,0.0005310169,0.0001045371,0.009082615],"genre_scores_gemma":[0.9272534,0.005782059,0.05260514,0.0001694607,0.0001270551,0.0004374401,0.00137319,0.00007182874,0.0121805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930284,"threshold_uncertainty_score":0.009802759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06731205649943063,"score_gpt":0.3888017486915071,"score_spread":0.3214896921920765,"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."}}