{"id":"W4404677613","doi":"","title":"Statistical evaluation of scientific publications in dentistry in America, in the last 25 years","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dentistry; 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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01772973,0.0004609854,0.001401856,0.02555866,0.0007517443,0.00231942,0.000912829,0.000466901,0.003552936],"category_scores_gemma":[0.06661537,0.0001883138,0.001833795,0.03816369,0.001326227,0.001399586,0.001744219,0.0008317014,0.0005040555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116773,"about_ca_system_score_gemma":0.001867364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460829,"about_ca_topic_score_gemma":0.002673623,"domain_scores_codex":[0.9672711,0.007515806,0.008116149,0.003122006,0.01308699,0.0008879153],"domain_scores_gemma":[0.8752908,0.07146186,0.03401645,0.004824092,0.01152856,0.002878333],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005942552,0.00006495776,0.9717164,0.002176851,0.001672883,0.000176173,0.0007750356,0.0004183038,0.0002746193,0.0004870292,0.003038731,0.01860471],"study_design_scores_gemma":[0.00002838065,0.0004558472,0.9799775,0.0003309939,0.0004897388,0.0004363381,0.002256765,0.0009912885,0.0002909434,0.000551622,0.01416064,0.00002985401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927954,0.02395731,0.006305367,0.001108888,0.000963263,0.00137872,0.05706907,0.0005849828,0.01583694],"genre_scores_gemma":[0.9810095,0.00189168,0.003859547,0.0001062552,0.0003429345,0.001587099,0.009816391,0.00006677358,0.001319791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9822702,"threshold_uncertainty_score":0.0937649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4449096462932586,"score_gpt":0.6047715509279874,"score_spread":0.1598619046347288,"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."}}