{"id":"W4404594935","doi":"10.1111/cid.13417","title":"The Effect of <scp>NiTi</scp> Brush, Polishing Brush, and Chemical Agent on the Dental Implant Surface Morphology and Cytocompatibility","year":2024,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oral Reconstruction Foundation; Università degli Studi di Padova","keywords":"Brush; Nickel titanium; Titanium; Materials science; Scanning electron microscope; Surface roughness; Polishing; Morphology (biology); Implant; Dental implant; Metallurgy; Nuclear chemistry; Chemistry; Composite material; Surgery; Shape-memory alloy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005277221,0.0005682628,0.0004015149,0.00027333,0.0002048262,0.0003808224,0.0002251109,0.0003698194,0.001040561],"category_scores_gemma":[0.0009928605,0.0002946969,0.0003309608,0.0002404596,0.0003548871,0.0003305045,0.0002603189,0.0002950665,0.0001584963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191666,"about_ca_system_score_gemma":0.0003253946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007648771,"about_ca_topic_score_gemma":0.001661884,"domain_scores_codex":[0.999576,0.00009113366,0.00005965736,0.00008736917,0.0001179191,0.00006775178],"domain_scores_gemma":[0.9992025,0.000301729,0.0002184374,0.0000501278,0.0001389403,0.00008821445],"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":[0.001897327,0.0001994067,0.001976699,0.0003848999,0.00004091877,0.0001020279,0.0001022694,0.00009794116,0.9878891,0.00002674951,0.00004295896,0.007239743],"study_design_scores_gemma":[0.0001130598,0.01011056,0.03797459,0.00005318264,0.0002254887,0.0003710193,0.0002701579,0.0008438432,0.9478194,0.0000366375,0.002153321,0.00002877571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958241,0.003215819,0.0004116792,0.00002724576,0.00003094483,0.00003770907,0.00004061179,0.000009028918,0.0004028466],"genre_scores_gemma":[0.9938478,0.002328877,0.002943272,0.00007184967,0.00004046395,0.00006596038,0.0001011628,0.00001215983,0.0005883567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040561,"threshold_uncertainty_score":0.003480971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07826922664981437,"score_gpt":0.4374462181444744,"score_spread":0.35917699149466,"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."}}