{"id":"W6999154228","doi":"","title":"Chemical and electrochemical treatments for salivary factors on dental and implant surfaces","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds de Recherche du Québec - Santé; Mitacs; Alpha Omega Foundation; Réseau de Recherche en Santé Buccodentaire et Osseuse; Islamic Development Bank; Fondation de l’Ordre des dentistes du Québec","keywords":"Electrochemistry; Implant; Dental implant; Electrode","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004415807,0.0003285721,0.0003426679,0.0003386713,0.0005201016,0.0006475223,0.0003298548,0.0004910617,0.009907994],"category_scores_gemma":[0.0007799687,0.0002332859,0.0004937662,0.0003371703,0.0002773484,0.0003709794,0.0003929628,0.0005717842,0.001115595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567657,"about_ca_system_score_gemma":0.0003396189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000902307,"about_ca_topic_score_gemma":0.002719667,"domain_scores_codex":[0.9996537,0.00003168944,0.00002070778,0.00005787719,0.0001626286,0.00007336611],"domain_scores_gemma":[0.9997522,0.00007960432,0.00003398275,0.00001401414,0.00009869169,0.00002145402],"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":[0.0008661285,0.0002197275,0.001971083,0.001065673,0.00005173944,0.0001525673,0.0004264838,0.0002188292,0.8686653,0.0004468259,0.002206749,0.1237089],"study_design_scores_gemma":[0.00007764453,0.001884592,0.02761707,0.00009170879,0.0001204333,0.0003021345,0.001035236,0.0005871812,0.9367328,0.0002774875,0.03122925,0.00004445473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308767,0.04034568,0.003586741,0.001143244,0.00113976,0.0002692137,0.0003120097,0.00008580733,0.02224076],"genre_scores_gemma":[0.925559,0.0169587,0.009229081,0.0007150715,0.0004074436,0.0001792903,0.0002424556,0.00007639718,0.04663257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009907994,"threshold_uncertainty_score":0.03314555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830453590214083,"score_gpt":0.2851799384211939,"score_spread":0.2668754025190531,"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."}}