{"id":"W4408634623","doi":"10.4103/drj.drj_531_24","title":"Impact of short implants numbers and prosthesis design on stress in the posterior mandible: FE analysis","year":2025,"lang":"en","type":"article","venue":"Dental Research Journal","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mandible (arthropod mouthpart); Prosthesis; Stress (linguistics); Orthodontics; Dentistry; Implant; Medicine; Surgery; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002235465,0.0001461965,0.0003212051,0.001149547,0.0002166335,0.000385298,0.0005354874,0.00008881315,0.0001121051],"category_scores_gemma":[0.0001319763,0.00008981428,0.0002404532,0.001247227,0.0001293486,0.0001672695,0.0001546069,0.0006673779,0.00001243405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976736,"about_ca_system_score_gemma":0.00008790845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006665833,"about_ca_topic_score_gemma":0.0007676472,"domain_scores_codex":[0.9974023,0.0006385875,0.0003886549,0.0002054961,0.0009093927,0.0004555609],"domain_scores_gemma":[0.9989266,0.0005483493,0.00006930137,0.0002521845,0.00009101861,0.0001124936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006186721,0.0001989123,0.9831944,0.00002488259,0.0004427087,0.002305861,0.0001384811,0.00001151361,0.003098007,0.00004167686,0.00208166,0.007843198],"study_design_scores_gemma":[0.0004055358,0.0003429751,0.9865621,0.0001588758,0.00008659856,0.003291712,0.0009045603,0.00006569912,0.007884794,0.0001976122,0.00001417296,0.00008531482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979382,0.0001448637,0.0001225086,0.00003945682,0.00007624142,0.0003659086,0.0001110072,0.000009414649,0.001192415],"genre_scores_gemma":[0.9992025,0.0001729181,0.00009553933,0.00003538375,0.00002261049,0.00001473762,0.00001088809,0.00000912586,0.0004362383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007757884,"threshold_uncertainty_score":0.3715437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08865235634372857,"score_gpt":0.4671319033858763,"score_spread":0.3784795470421477,"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."}}