{"id":"W4311032399","doi":"10.1088/2053-1591/aca7b5","title":"Effect of PMMA sealing treatment on the corrosion behavior of plasma electrolytic oxidized titanium dental implants in fluoride-containing saliva solution","year":2022,"lang":"en","type":"article","venue":"Materials Research Express","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Corrosion; Plasma electrolytic oxidation; Dielectric spectroscopy; Titanium; Fluoride; Biocompatibility; Coating; Scanning electron microscope; Composite material; Electrolyte; Metallurgy; Chemical engineering; Electrochemistry; Inorganic chemistry; Chemistry","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":[0.0002480304,0.0004420432,0.0002956266,0.0001564298,0.0001244244,0.0001857055,0.0001428613,0.0002858906,0.0008462947],"category_scores_gemma":[0.0006928536,0.0002339386,0.0002432162,0.0001357017,0.0001286409,0.0002562677,0.0001452087,0.0003070356,0.0001261541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131189,"about_ca_system_score_gemma":0.0001536491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008420292,"about_ca_topic_score_gemma":0.0009834695,"domain_scores_codex":[0.9998358,0.00003098765,0.00002064002,0.00003121859,0.00004666517,0.00003456988],"domain_scores_gemma":[0.99968,0.0001132363,0.00008879371,0.00002276352,0.0000723526,0.00002280176],"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":[0.0001152625,0.00001755938,0.000184531,0.00006440018,0.000005629142,0.00003042699,0.00004972499,0.00004140439,0.9981892,0.000008979564,0.00001140225,0.001281553],"study_design_scores_gemma":[0.000005147246,0.0004388753,0.003364879,0.000007317637,0.00002032503,0.00005534143,0.00004182505,0.0003344305,0.9953236,0.000004344434,0.0003990561,0.000004982126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979445,0.001158446,0.0004862115,0.00002084286,0.00002172906,0.00001319006,0.00005573573,0.00001748282,0.0002816712],"genre_scores_gemma":[0.9969926,0.0006968362,0.001583167,0.00001683555,0.000006979947,0.00001351704,0.00005420678,0.000008807708,0.0006269506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008462947,"threshold_uncertainty_score":0.002831161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849681168938901,"score_gpt":0.3007871113221374,"score_spread":0.2722902996327484,"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."}}