{"id":"W4399898857","doi":"10.21037/amj-23-211","title":"Awareness among general public of Srikakulam in regards to periodontics, as a speciality in dentistry—a cross-sectional survey","year":2024,"lang":"en","type":"article","venue":"AME Medical Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bow Valley College","funders":"","keywords":"Periodontology; Medicine; Cross-sectional study; Dentistry; Orthodontics; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005765724,0.0001782442,0.0003758586,0.0005557116,0.0001047836,0.0008748125,0.0007608944,0.0002627994,0.006346311],"category_scores_gemma":[0.01220691,0.0001620178,0.0001962309,0.0009679642,0.0003955278,0.0003781185,0.0003269304,0.001399606,0.0002743581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754184,"about_ca_system_score_gemma":0.002684707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007826604,"about_ca_topic_score_gemma":0.05610587,"domain_scores_codex":[0.9943622,0.0007133038,0.0009653121,0.0004255019,0.002867955,0.000665735],"domain_scores_gemma":[0.9978292,0.000480165,0.00009411617,0.0002400724,0.0002401821,0.001116271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192094,0.0001989766,0.983205,0.00006976048,0.00004539236,0.009156224,0.00008274325,0.00001659305,0.00008050107,0.0007906299,0.003312016,0.002850055],"study_design_scores_gemma":[0.0009906391,0.00007943526,0.9925396,0.0001549571,0.000002699783,0.001624742,0.00005890119,0.0006627982,0.00006445103,0.001476198,0.00219245,0.0001530893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944021,0.0003182259,0.001163086,0.0003466606,0.002841966,0.0001287017,0.00007347699,0.00002268909,0.0007030852],"genre_scores_gemma":[0.9965114,0.00005664608,0.00004209541,0.0002029389,0.0007679755,0.00001196098,0.00003620228,0.00002320952,0.00234759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04827927,"threshold_uncertainty_score":0.9987804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801501088390605,"score_gpt":0.444110406623839,"score_spread":0.3639602977847785,"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."}}