{"id":"W2048555302","doi":"10.1117/12.2011892","title":"The efficacy of selective calculus ablation at 400 nm: comparison to conventional calculus removal methods","year":2013,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Calculus (dental); Cementum; Scaling and root planing; Smear layer; Hard tissue; Enamel paint; Dentin; Laser ablation; Ablation; Dentistry; Biomedical engineering; Materials science; Laser; Algorithm; Computer science; Optics; Medicine; Periodontitis; Physics; Chronic periodontitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000576261,0.0003119846,0.0002761821,0.0004556326,0.000211546,0.0002811358,0.0002920375,0.0004588222,0.001000476],"category_scores_gemma":[0.0005999425,0.000225785,0.0002896799,0.0001832395,0.0002995141,0.0003915519,0.0003469753,0.000268895,0.000201984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695722,"about_ca_system_score_gemma":0.0002108704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000588742,"about_ca_topic_score_gemma":0.00104499,"domain_scores_codex":[0.9996393,0.00004756799,0.00002388038,0.0000623313,0.000176134,0.00005087721],"domain_scores_gemma":[0.9994028,0.0003113375,0.000114627,0.00005778508,0.0000778167,0.00003569656],"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":[0.0003124213,0.00006604048,0.0005054986,0.0001256042,0.00001481108,0.00002656688,0.00003906766,0.0001537492,0.9921817,0.00002592339,0.00002544119,0.006523338],"study_design_scores_gemma":[0.00003010519,0.002343211,0.01354977,0.000009729329,0.00008124465,0.0003078327,0.00008297025,0.00151181,0.9807514,0.00004059299,0.001272671,0.00001869684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905919,0.005284186,0.002915215,0.0000258064,0.00002267302,0.00003317497,0.00003813168,0.00003846522,0.00105036],"genre_scores_gemma":[0.9872699,0.002735327,0.008477697,0.00005462255,0.00002906958,0.00004241321,0.00008004377,0.00002812028,0.001282851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000476,"threshold_uncertainty_score":0.00334686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716488819940929,"score_gpt":0.3104073899483706,"score_spread":0.2932425017489613,"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."}}