{"id":"W2140318265","doi":"10.1902/jop.2001.72.3.393","title":"Dental Unit Waterline Contamination and Its Possible Implications During Periodontal Surgery","year":2001,"lang":"en","type":"article","venue":"Journal of Periodontology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biofilm; Microbiology; Bacteria; Dental plaque; Limulus amebocyte lysate; Contamination; Population; Microorganism; Waterline; Chemistry; Dentistry; Medicine; Biology; Lipopolysaccharide; Immunology; Ecology","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":[0.0004702026,0.0001716954,0.0005021879,0.0003744749,0.0003246069,0.0000909993,0.0002251048,0.0002401756,0.001162617],"category_scores_gemma":[0.0001868753,0.0001513412,0.0001673614,0.000190896,0.0001823403,0.0004408586,0.00009101212,0.000424813,0.00008851348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008181001,"about_ca_system_score_gemma":0.0001136188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006827596,"about_ca_topic_score_gemma":0.002166831,"domain_scores_codex":[0.9983619,0.000238728,0.0006563287,0.000211692,0.0001354367,0.0003959445],"domain_scores_gemma":[0.9988603,0.0001576048,0.0003168777,0.0001370672,0.000359387,0.0001687521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003319768,0.0000950068,0.8386517,0.00003221917,0.00008114822,0.0007820576,0.0002496188,0.000001617095,0.1575127,0.0001694446,0.0002529619,0.001839624],"study_design_scores_gemma":[0.0009676352,0.0001606313,0.9505925,0.00003362387,0.00003243471,0.03820962,0.0003940643,0.00001637821,0.005060211,0.00003083252,0.004346506,0.0001555571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995541,0.002500339,0.00005567092,0.0007715116,0.0006629345,0.0001125841,0.00002867416,0.00001911585,0.0003081238],"genre_scores_gemma":[0.9962943,0.0006840656,0.00007777863,0.00006262143,0.0002932956,0.000005556666,0.00002345028,0.00001851775,0.002540452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524525,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673407111386753,"score_gpt":0.3183931084546475,"score_spread":0.28165903734078,"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."}}