{"id":"W2048298856","doi":"10.1016/j.joen.2010.08.029","title":"Bacterial Viability in Starved and Revitalized Biofilms: Comparison of Viability Staining and Direct Culture","year":2010,"lang":"en","type":"article","venue":"Journal of Endodontics","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":129,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biofilm; Staining; Bacteria; Microbiology; Viability assay; Biology; Colony-forming unit; Stain; Cell; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001017209,0.0001852366,0.0007903025,0.00009405239,0.0000530059,0.00006671778,0.0001383327,0.0001630364,0.00004483704],"category_scores_gemma":[0.001111706,0.0001396422,0.0001242368,0.0001337817,0.0001727212,0.0001957366,0.000081839,0.0004970875,4.283543e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004910509,"about_ca_system_score_gemma":0.00006381125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000673908,"about_ca_topic_score_gemma":0.0007383499,"domain_scores_codex":[0.9981584,0.000185119,0.0009437145,0.0001951547,0.0003061159,0.0002115088],"domain_scores_gemma":[0.9983601,0.0003019033,0.0006805655,0.0002232573,0.0002768186,0.0001573828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004686617,0.0004133958,0.8795501,0.0001585472,0.0001349135,0.00006355871,0.00071215,0.000003705236,0.1169258,0.0001028821,0.0001617901,0.001304504],"study_design_scores_gemma":[0.01100348,0.001439209,0.9341719,0.0003226889,0.0005085458,0.0002603976,0.001205756,0.0004982455,0.03750072,0.001012274,0.01157544,0.0005013458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997974,0.0005504357,0.00002248678,0.00004856124,0.0007614257,0.0001802121,0.0000582329,0.000006208906,0.0003984531],"genre_scores_gemma":[0.9947699,0.0001269899,0.004885537,0.000008052589,0.0001213356,0.000001208773,0.000005232133,0.00001415824,0.0000675572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0794251,"threshold_uncertainty_score":0.5694442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165139656896782,"score_gpt":0.3190496123672174,"score_spread":0.2973982157982496,"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."}}