{"id":"W4395094084","doi":"10.5051/jpis.2204380219","title":"Correlation between the size of released titanium particles and changes in the surface of dental implants during insertion into bone blocks: an <i>in vitro</i> study","year":2024,"lang":"en","type":"article","venue":"Journal of Periodontal & Implant Science","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American University of Sharjah; Division of Materials Research; York University; University of Sharjah","keywords":"Titanium; Dentistry; In vitro; Biomedical engineering; Chemistry; Medicine; Materials science; Metallurgy; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763807,0.0001188803,0.000287152,0.0001686876,0.000120928,0.0001349508,0.0003386941,0.00004167341,0.000004916144],"category_scores_gemma":[0.00007257182,0.00006985463,0.00005230731,0.0005090794,0.0002111162,0.0005700466,0.00009699852,0.000249394,0.000001128485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008688413,"about_ca_system_score_gemma":0.00005975866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009132767,"about_ca_topic_score_gemma":0.003294441,"domain_scores_codex":[0.9982636,0.0001339613,0.000585519,0.0001725966,0.0006348977,0.0002094044],"domain_scores_gemma":[0.9992,0.0002647418,0.0002805574,0.0001512475,0.00004585602,0.00005759322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001820531,0.0001029059,0.3662846,0.000031925,0.000008902119,0.0006174106,0.003454552,0.00001007193,0.6283639,0.000007309895,0.000008004,0.0009283101],"study_design_scores_gemma":[0.0004644813,0.0003856234,0.849767,0.0001440816,0.00003366618,0.007830367,0.008623896,0.0003032462,0.1323287,0.00003744302,0.000004706862,0.00007675879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989827,0.0002843275,0.00001337055,0.00008478839,0.0003177395,0.0002567469,0.00004133624,0.000009789132,0.000009178622],"genre_scores_gemma":[0.9997909,0.00003898217,0.00009534173,0.00001829262,0.00004012323,0.000002028967,0.000001624238,0.000006784639,0.000005917314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4960352,"threshold_uncertainty_score":0.2848589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180219011708786,"score_gpt":0.3060755574989017,"score_spread":0.2880536563280231,"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."}}