{"id":"W4306654975","doi":"10.2341/21-177-l","title":"Radiant Exitance of Old, New, and Damaged LED Light Curing Units","year":2022,"lang":"en","type":"article","venue":"Operative Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curing (chemistry); Materials science; Dentistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005971697,0.0004385367,0.0003964688,0.0005719444,0.0002532921,0.0005512732,0.0002857235,0.0003214068,0.001975808],"category_scores_gemma":[0.001008382,0.0001728431,0.0003175121,0.0003028556,0.0002830933,0.0004750533,0.0004978855,0.0004011533,0.0004962783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003665967,"about_ca_system_score_gemma":0.0001744375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008821473,"about_ca_topic_score_gemma":0.001056117,"domain_scores_codex":[0.9993617,0.00007872721,0.00004298561,0.0001238677,0.0003175434,0.00007517908],"domain_scores_gemma":[0.9990612,0.0001779092,0.0002933602,0.00006363076,0.000328229,0.00007575706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002930531,0.0002984712,0.1541052,0.0007357296,0.00009483101,0.0004442596,0.001567532,0.0009806214,0.7688027,0.0001043013,0.0002219586,0.06971372],"study_design_scores_gemma":[0.00001461573,0.003118816,0.6866381,0.00005342256,0.0001164968,0.0009380464,0.0009335409,0.0014342,0.302707,0.00004910308,0.003945778,0.00005084434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982681,0.0005086694,0.0007546587,0.000003682767,0.000004147064,0.000009256118,0.00005355434,0.00002177013,0.0003760091],"genre_scores_gemma":[0.9962141,0.0002193211,0.001448002,0.00001709983,0.000004514615,0.00001450673,0.0001920688,0.00004269562,0.001847779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001975808,"threshold_uncertainty_score":0.006609738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053451843790714,"score_gpt":0.2830651002187319,"score_spread":0.2625305817808248,"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."}}