{"id":"W2100441194","doi":"10.1902/jop.2012.120084","title":"Vestibuloplasty: Porcine Collagen Matrix Versus Free Gingival Graft: A Clinical and Histologic Study","year":2012,"lang":"en","type":"article","venue":"Journal of Periodontology","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"Osteology Foundation","keywords":"Medicine; Biopsy; Dentistry; Alveolar mucosa; Basal (medicine); Implant; Keratin; Soft tissue; Cytokeratin; Hard palate; Pathology; Immunohistochemistry; Surgery; Internal medicine","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":[0.0006087781,0.0001830827,0.0007705613,0.0001667762,0.0001009091,0.00001762632,0.0001100725,0.0001554309,0.000191396],"category_scores_gemma":[0.0007330594,0.0001319745,0.0001446987,0.0001046237,0.0002015381,0.0001448058,0.00007330005,0.0002252668,0.00002082884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120127,"about_ca_system_score_gemma":0.0001814275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002797311,"about_ca_topic_score_gemma":0.000152484,"domain_scores_codex":[0.9983395,0.0002065962,0.0007299086,0.0001633235,0.0002579837,0.0003027406],"domain_scores_gemma":[0.9986714,0.0001438919,0.0003488739,0.000239535,0.0001443912,0.000451872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003080325,0.001391504,0.9882389,0.0000125807,0.0004658866,0.0009132173,0.00100841,6.377582e-7,0.0004512365,0.00015119,0.002033825,0.002252306],"study_design_scores_gemma":[0.01948325,0.009110074,0.9441451,0.00001805678,0.0007810151,0.005672517,0.001085038,0.00001752447,0.00004573701,0.00001415089,0.01949255,0.0001349348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896442,0.006071145,0.00004447718,0.001582152,0.001767866,0.0002415769,0.000003853849,0.00001698991,0.0006277558],"genre_scores_gemma":[0.996134,0.0001616025,0.00206313,0.0001844631,0.0006549598,0.000004718243,0.000002981269,0.0000152926,0.0007787902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04409373,"threshold_uncertainty_score":0.5381764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07233275551150807,"score_gpt":0.4086332651978411,"score_spread":0.336300509686333,"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."}}