{"id":"W4407904378","doi":"10.2196/57958","title":"Reasons for Crown Failures in Primary Teeth: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Interactive Journal of Medical Research","topic":"Dental materials and restorations","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Meta-analysis; Crown (dentistry); Dentistry; Medicine; Computer science; World Wide Web; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01407036,0.0003076561,0.008175941,0.001691559,0.00009610842,0.0002615542,0.001080176,0.0004073055,0.001573443],"category_scores_gemma":[0.02784866,0.0001681447,0.002711724,0.001319151,0.0002277585,0.00021228,0.0004030395,0.00193294,0.00003073893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972125,"about_ca_system_score_gemma":0.001401222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009569121,"about_ca_topic_score_gemma":0.0002200922,"domain_scores_codex":[0.9901389,0.004176095,0.002503619,0.000338931,0.002502567,0.0003398338],"domain_scores_gemma":[0.9857152,0.01132789,0.001238215,0.0004082812,0.0009976894,0.0003127762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003080845,0.0001778952,4.183559e-7,0.906128,0.0762684,0.0004965183,0.00002242464,6.154573e-8,3.104872e-7,0.0001426747,0.01130208,0.005430425],"study_design_scores_gemma":[0.0002286844,0.0001074207,0.000007413376,0.3331802,0.4534109,0.0006143509,0.00007051272,0.000001589568,6.059079e-7,0.00009687593,0.2121062,0.0001753648],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001437782,0.9952084,0.0001663783,0.001758646,0.0002536677,0.002062427,0.0002160283,0.000003604391,0.0003293912],"genre_scores_gemma":[0.00002959464,0.996358,0.0001256452,0.0001524793,0.0001071357,0.0005223361,0.00003522014,0.00002210559,0.002647486],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5729478,"threshold_uncertainty_score":0.9993393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847515510745196,"score_gpt":0.5378536747585869,"score_spread":0.3531021236840673,"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."}}