{"id":"W4385997249","doi":"10.1111/edt.12872","title":"Methodological assessment and overall confidence in the results of systematic reviews with meta‐analyses focusing on traumatic dental injuries: A cross‐sectional study","year":2023,"lang":"en","type":"review","venue":"Dental Traumatology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Checklist; Medicine; Systematic review; Meta-analysis; Confidence interval; Protocol (science); MEDLINE; Psychology; Alternative medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","metaepi_broad"],"domain":"methods","study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","metaepi_broad"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.448472,0.001981604,0.0079206,0.01669604,0.001879695,0.007011377,0.003095717,0.003357807,0.00271881],"category_scores_gemma":[0.7449917,0.002752878,0.02798036,0.01716236,0.004138804,0.006407047,0.005856262,0.002951964,0.000318883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835286,"about_ca_system_score_gemma":0.005739597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698182,"about_ca_topic_score_gemma":0.002832251,"domain_scores_codex":[0.3646697,0.296939,0.2738246,0.02130529,0.0417117,0.001549842],"domain_scores_gemma":[0.09661274,0.6963046,0.1558217,0.02205807,0.02822333,0.0009796401],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004203185,0.0002462858,0.4416908,0.1837399,0.3075325,0.000465985,0.008298541,0.001751939,0.0007277097,0.001918156,0.00197861,0.04744631],"study_design_scores_gemma":[0.003103622,0.004367787,0.3867449,0.1365549,0.4276825,0.003767878,0.005905016,0.007105444,0.002335225,0.009521662,0.01215978,0.000751232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2625003,0.6303715,0.07800371,0.00488532,0.001553907,0.01269802,0.006126883,0.0003443817,0.003515879],"genre_scores_gemma":[0.9193421,0.02803484,0.03514132,0.001514533,0.0004788678,0.01310058,0.002023295,0.0001052345,0.0002592953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920794,"threshold_uncertainty_score":0.6801322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9687362985305835,"score_gpt":0.7013148111192546,"score_spread":0.2674214874113289,"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."}}