{"id":"W4288685307","doi":"10.1186/s12903-022-02347-3","title":"Protective effect of a nanofilled resin-based coating on wear resistance of glass ionomer cement restorative materials","year":2022,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Dental materials and restorations","field":"Dentistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Shiraz University","keywords":"Glass ionomer cement; Coating; Distilled water; Materials science; Significant difference; Composite material; Wear resistance; Dentistry; Medicine; Chemistry","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":[0.0014302,0.000165745,0.0005433243,0.000124187,0.0003463756,0.00002088886,0.0001580937,0.00004282297,0.0004229248],"category_scores_gemma":[0.0001214894,0.000141513,0.0000768483,0.0002634653,0.00007605257,0.00004917024,0.00008375132,0.0001055959,0.00002268198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102775,"about_ca_system_score_gemma":0.0003248955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061349,"about_ca_topic_score_gemma":0.001797039,"domain_scores_codex":[0.9964009,0.001905443,0.0006899514,0.0002868848,0.0004804075,0.0002364176],"domain_scores_gemma":[0.9984949,0.0002058368,0.0008465867,0.0003175217,0.00006945345,0.00006573548],"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":[0.02408584,0.001207102,0.008337829,0.005044092,0.0001068232,0.00003768931,0.000983658,0.001895289,0.9459522,0.006515286,0.00562781,0.0002063456],"study_design_scores_gemma":[0.005235672,0.007541846,0.03237664,0.0006761344,0.00003029769,0.000004891869,0.000889664,0.00007057132,0.9508758,0.0002358177,0.001702793,0.0003599068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961334,0.00008568709,0.0001464405,0.00007113704,0.0008805764,0.001756238,0.0007221602,0.00003347695,0.0001708906],"genre_scores_gemma":[0.9982227,0.000001439019,0.0007347125,0.00006320268,0.00004818194,0.0004124932,0.00007507796,0.00002594697,0.0004162629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403881,"threshold_uncertainty_score":0.5770731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534514519157068,"score_gpt":0.3311672541180914,"score_spread":0.2958221089265207,"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."}}