{"id":"W4387022079","doi":"10.5114/jos.2023.131319","title":"Evaluation of the micromorphology of the hybrid layer in caries-affected dentin: a systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Stomatology","topic":"Dental materials and restorations","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentin; Dentistry; Medicine","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":[0.004166298,0.0002170328,0.003222706,0.0002183897,0.00004610213,0.00001398486,0.0008281123,0.0002168341,0.00008978853],"category_scores_gemma":[0.002635492,0.0001039728,0.0008302191,0.0005679657,0.0001721174,0.00004467132,0.0002035384,0.0003755275,0.00003112897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558221,"about_ca_system_score_gemma":0.0007316971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003766123,"about_ca_topic_score_gemma":0.0002281294,"domain_scores_codex":[0.9907852,0.005451775,0.002719547,0.0001360802,0.0007489299,0.0001584147],"domain_scores_gemma":[0.9927148,0.0004055811,0.005681488,0.0005495863,0.0006232442,0.00002535789],"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":[0.000005777822,0.0001480033,0.00006904158,0.9925904,0.0009488206,0.0001755825,0.00005111529,0.000004134602,0.0002297545,0.0001630392,0.004983422,0.000630901],"study_design_scores_gemma":[0.00082913,0.00007025152,0.0008319911,0.9361543,0.01843841,0.03516384,0.00006065234,0.00001195538,0.0001973809,0.0001847849,0.007838059,0.0002192349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03403952,0.9607224,0.000001330308,0.00008207624,0.003229056,0.001811776,0.00008120863,0.000004679329,0.0000279719],"genre_scores_gemma":[0.01278193,0.9869216,0.000007509437,0.00004278305,0.00004339331,0.00007309669,0.000008185348,0.00003382178,0.00008764812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0564361,"threshold_uncertainty_score":0.4239887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900466364120133,"score_gpt":0.3906330934748063,"score_spread":0.291628429833605,"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."}}