{"id":"W4412843228","doi":"10.36283/ziun-pjmd14-3/056","title":"Comparative Analysis of Guided Bone Regeneration and Allograft Materials in Periodontal Implant Treatment :A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Pakistan Journal of Medicine and Dentistry","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Dentistry; Implant; Dental implant; Systematic review; MEDLINE; Surgery; Internal medicine; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009782185,0.0002068062,0.003978285,0.0007353902,0.00004634146,0.00005475262,0.00008216548,0.0000620306,0.0001451015],"category_scores_gemma":[0.00005568538,0.0001255325,0.0003523167,0.0006435321,0.0001262468,0.0001000303,0.00003945518,0.00007258487,2.463125e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903568,"about_ca_system_score_gemma":0.00002028292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368328,"about_ca_topic_score_gemma":0.001075211,"domain_scores_codex":[0.9975269,0.0002649722,0.001645685,0.0001904722,0.000254815,0.0001171237],"domain_scores_gemma":[0.9985362,0.0001696947,0.0008921296,0.0001915925,0.0001266857,0.00008367087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004579225,0.0005443462,0.03415702,0.1069702,0.7971036,0.01171378,0.002916741,0.00001785529,0.03617268,0.003247553,0.006569783,0.0001284677],"study_design_scores_gemma":[0.00131683,0.0002656593,0.02710603,0.002124333,0.9586885,0.006762462,0.001411232,0.00003864225,0.001991707,0.00009109602,0.00003852328,0.0001649832],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085478,0.1894536,0.0006781737,0.0004296442,0.0001174363,0.0004592696,0.0002000638,0.000007290864,0.0001066776],"genre_scores_gemma":[0.992145,0.006634424,0.0002622874,0.0002483442,0.00001126127,0.00001355796,0.00005296733,0.00000375536,0.0006283801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1835972,"threshold_uncertainty_score":0.5119067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07841327218584901,"score_gpt":0.4157387047933866,"score_spread":0.3373254326075376,"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."}}