{"id":"W4387330930","doi":"10.1371/journal.pone.0292430","title":"Microbial adhesion and biofilm formation by Candida albicans on 3D-printed denture base resins","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dental materials and restorations","field":"Dentistry","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Candida albicans; Biofilm; Adhesion; Surface roughness; Corpus albicans; Chemistry; Materials science; Nuclear chemistry; Microbiology; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007799933,0.0001008903,0.000129332,0.00008869927,0.0001592392,0.0001069116,0.00007324421,0.00009368919,0.0003056475],"category_scores_gemma":[0.00005105516,0.0000900139,0.00002245668,0.0001620504,0.00002904794,0.0001362433,0.00005541554,0.00008583884,0.0009446653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004717257,"about_ca_system_score_gemma":0.00001237292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001767084,"about_ca_topic_score_gemma":0.0004541886,"domain_scores_codex":[0.9992401,0.00004875955,0.0001784717,0.0001684974,0.000205759,0.0001584202],"domain_scores_gemma":[0.9996375,0.00002837408,0.0000649816,0.0001636632,0.00003445848,0.00007103272],"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":[0.00006552257,0.0002645869,0.000597597,0.00007718313,0.00002812016,0.00002485031,0.0001054678,0.000001259325,0.9704745,0.00005070401,0.02820678,0.0001034467],"study_design_scores_gemma":[0.00104254,0.0001717276,0.01954211,0.0003350755,0.000077689,0.00001495095,0.0001722463,0.0005325864,0.9743049,0.00005434771,0.003508463,0.0002433668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979904,0.00003490448,0.00001111879,0.0004577997,0.0002340656,0.000230652,0.0004480528,0.0001366438,0.0004563647],"genre_scores_gemma":[0.9949154,0.0001073169,0.0001355009,0.0001419414,0.0001100029,0.00002101283,0.0006382407,0.00001937359,0.003911211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02469832,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102733405126226,"score_gpt":0.2394086886937604,"score_spread":0.2083813546424982,"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."}}