{"id":"W7117965968","doi":"10.4103/ijdr.ijdr_444_25","title":"Effect of Nanoparticles Reinforcement on Mechanical Properties of Polycarbonate Resin - A Systematic Review and Meta-Analysis of In vitro Studies","year":2025,"lang":"en","type":"article","venue":"Indian Journal of Dental Research","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polycarbonate; Reinforcement; Ultimate tensile strength; Flexural strength; Nanoparticle","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":[0.004993134,0.0001074365,0.001911042,0.0009560806,0.00003944174,0.00002380337,0.0002427802,0.00004450071,0.00002587283],"category_scores_gemma":[0.001385025,0.00006126259,0.0004094424,0.0009082814,0.0001980402,0.00008708586,0.0001387996,0.0001722959,0.000001724279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007283459,"about_ca_system_score_gemma":0.00006265618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007592655,"about_ca_topic_score_gemma":0.00006918104,"domain_scores_codex":[0.9960712,0.001439849,0.001363748,0.0001100904,0.000857706,0.0001573664],"domain_scores_gemma":[0.9984384,0.000466204,0.0005277628,0.0002176296,0.0002966821,0.00005337676],"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":[0.001228694,0.0002148368,0.000246451,0.1311889,0.04597836,0.0002146385,0.000352034,0.00003631628,0.8201668,0.0003171313,0.00002623453,0.0000296349],"study_design_scores_gemma":[0.0004568997,0.0007422499,0.0002701117,0.008165125,0.03488963,0.0000300883,0.0007373018,0.00001351923,0.9546071,0.0000407486,3.338277e-7,0.00004687448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496289,0.04956545,4.315688e-7,0.0001115596,0.00005069878,0.0005968274,0.00001826878,0.000001054113,0.00002674657],"genre_scores_gemma":[0.9986774,0.001094869,0.00001052163,0.00001471439,0.000003567343,0.00002987001,7.760509e-7,0.000005209273,0.0001630833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344403,"threshold_uncertainty_score":0.2498216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081597035826971,"score_gpt":0.4232040912875181,"score_spread":0.3150443877048209,"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."}}