{"id":"W7011015940","doi":"","title":"Longevity of Crown Margin Repair Using Glass Ionomer: A Retrospective Study","year":2020,"lang":"en","type":"other","venue":"IUScholarWorks (Indiana University)","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Proportional hazards model; Longevity; Crown (dentistry); Retrospective cohort study; Survival analysis; Margin (machine learning); Survival rate","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001617506,0.0003715863,0.0007162316,0.0007181433,0.000198024,0.000106486,0.0005332226,0.0005051505,0.003256668],"category_scores_gemma":[0.00005592966,0.0004240712,0.0003266616,0.0009856864,0.0001470241,0.0002627896,0.0003642565,0.0006012923,0.0002525332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955927,"about_ca_system_score_gemma":0.0001440429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955312,"about_ca_topic_score_gemma":0.004600603,"domain_scores_codex":[0.9980324,0.0002951381,0.000301215,0.0006877743,0.0003968599,0.0002866501],"domain_scores_gemma":[0.9984911,0.0000186794,0.0005614726,0.000653263,0.00007590322,0.0001995571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00127509,0.004350706,0.6428286,0.001206594,0.007210174,0.02698199,0.002202795,0.0001467222,0.006037898,0.004097553,0.3031589,0.0005030255],"study_design_scores_gemma":[0.004034903,0.0005305976,0.3229776,0.0009922684,0.001386576,0.00005951589,0.003632171,0.00008501933,0.0001997304,0.00002867728,0.664363,0.001709932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6374111,0.0006847761,0.0003777082,0.00003611346,0.003772812,0.002344939,0.001535908,0.0008929062,0.3529437],"genre_scores_gemma":[0.7164398,0.00007442339,0.0007165126,0.00002575625,0.0005377051,0.000001727868,0.00008212273,0.0003584492,0.2817635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3612041,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830208028048865,"score_gpt":0.2420390634491672,"score_spread":0.2237369831686786,"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."}}