{"id":"W2920375176","doi":"10.1007/978-1-4939-9012-2_33","title":"In Vitro Caries Models for the Assessment of Novel Restorative Materials","year":2019,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Dental materials and restorations","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Restorative dentistry; Dentistry; Enamel paint; Biofilm; Materials science; Medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033253,0.001772851,0.001162068,0.001378935,0.0006957932,0.00129361,0.001487292,0.001459846,0.003206614],"category_scores_gemma":[0.0009946196,0.0009154912,0.001144219,0.0005265779,0.0005721988,0.000859549,0.0007556285,0.002244971,0.0009817423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325373,"about_ca_system_score_gemma":0.0007483849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011809,"about_ca_topic_score_gemma":0.003418743,"domain_scores_codex":[0.9988563,0.0003245907,0.0001069195,0.0001424114,0.0004265695,0.0001432068],"domain_scores_gemma":[0.9990045,0.0003524428,0.0001678316,0.0001910859,0.0002084933,0.00007556574],"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":[0.0001387163,0.0003259489,0.0002124091,0.0003364818,0.00001706476,0.00007319677,0.00007540104,0.0003192597,0.9952095,0.0004910488,0.0001573858,0.00264359],"study_design_scores_gemma":[0.00004508792,0.002260034,0.002560098,0.0001038416,0.0002008696,0.0003968356,0.0002025433,0.00275256,0.981051,0.0005168229,0.009875052,0.00003521935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7049831,0.03465816,0.2338072,0.0007679428,0.001237002,0.002544753,0.004529744,0.0008036874,0.0166685],"genre_scores_gemma":[0.8134741,0.01993448,0.1485294,0.0002810244,0.0002171247,0.002265812,0.003102481,0.0002283769,0.01196713],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003206614,"threshold_uncertainty_score":0.01075298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05406888612399836,"score_gpt":0.4557132138230433,"score_spread":0.4016443276990449,"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."}}