{"id":"W4322748025","doi":"10.5114/jos.2023.125012","title":"Role of nanotechnology in dentistry:a systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Stomatology","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dentistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00187625,0.0003435793,0.006546983,0.001345866,0.00002571412,0.00001890827,0.001525311,0.0006949427,0.0001455233],"category_scores_gemma":[0.006337197,0.0002578055,0.001071357,0.001202223,0.0001611588,0.00008851657,0.0003279776,0.00115911,0.0009720673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825465,"about_ca_system_score_gemma":0.0008244123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002881285,"about_ca_topic_score_gemma":0.0001289641,"domain_scores_codex":[0.99392,0.001076615,0.003589307,0.0002584627,0.0006892693,0.0004663153],"domain_scores_gemma":[0.9939491,0.00143934,0.003653485,0.0005972311,0.0001984787,0.0001623427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009713833,0.0000796723,0.0000136477,0.9784578,0.0004559321,0.006572015,0.000006017244,6.991492e-8,0.000002597161,0.001276423,0.002567152,0.01055895],"study_design_scores_gemma":[0.0004101046,0.0001461044,0.000004370586,0.8637197,0.001684295,0.05691617,0.00007886802,0.000001557839,0.00000399318,0.002009481,0.07480178,0.0002235961],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002013407,0.9981326,0.00001650011,0.00003110144,0.0005404219,0.0009365486,0.00003523692,0.00002829989,0.00007793186],"genre_scores_gemma":[0.0001145317,0.9992242,0.00003334312,0.00004550064,0.0000267712,0.00007444954,0.000008849235,0.00005444064,0.0004179477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1147381,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05950860451713342,"score_gpt":0.4218529938644082,"score_spread":0.3623443893472748,"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."}}