{"id":"W7132893994","doi":"","title":"Trends in Resin Composite versus Amalgam Restorations Placed in North American Dental Schools","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amalgam (chemistry); Posterior teeth; Dental restoration; Composite number; Resin composite","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":[0.0007218984,0.0001742243,0.0002323312,0.002805439,0.00117023,0.0008075297,0.0007578023,0.0004429905,0.003200049],"category_scores_gemma":[0.002756414,0.0003733551,0.0004091364,0.0035024,0.0004057418,0.0007364528,0.000598483,0.0008444025,0.0004510264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003251066,"about_ca_system_score_gemma":0.004258237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2836513,"about_ca_topic_score_gemma":0.5317361,"domain_scores_codex":[0.9984125,0.0001322974,0.0001554426,0.000309088,0.0007266192,0.0002640029],"domain_scores_gemma":[0.9940931,0.0004099396,0.002090954,0.0001370563,0.0024151,0.000853902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007141229,0.0001195931,0.9682729,0.0001921018,0.00005503456,0.0001265685,0.003483969,0.0001393641,0.001253963,0.0002509196,0.003904348,0.02212992],"study_design_scores_gemma":[0.000001427102,0.00002948343,0.9940872,0.00003537269,0.00000900566,0.00008119942,0.003150364,0.0000610795,0.0001975212,0.00001225818,0.002328361,0.000006691571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921432,0.00105669,0.0001363228,0.0007426033,0.00003101062,0.0000231146,0.001749647,0.0000418343,0.004075727],"genre_scores_gemma":[0.992108,0.00241108,0.0004950643,0.0002970597,0.00002919689,0.00003815517,0.001660565,0.00001366636,0.002947102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2836513,"threshold_uncertainty_score":0.5640006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345898569920306,"score_gpt":0.3625575691554981,"score_spread":0.339098583456295,"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."}}