{"id":"W2396396242","doi":"10.1002/ijc.30201","title":"Periodontal diseases and risk of oral cancer in Southern India: Results from the HeNCe Life study","year":2016,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Oral and gingival health research","field":"Health Professions","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Medicine; Confounding; Odds ratio; Cancer; Logistic regression; Confidence interval; Gingival recession; Case-control study; Dentistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007596472,0.00007792537,0.0002087537,0.00008846919,0.0001083493,0.000009574099,0.0003399418,0.00004432025,0.0005340459],"category_scores_gemma":[0.0005072041,0.00003682036,0.00004645032,0.00007981146,0.00009182593,0.0001413902,0.0001229177,0.0004031302,0.000008486501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150501,"about_ca_system_score_gemma":0.0008401434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03520725,"about_ca_topic_score_gemma":0.01914166,"domain_scores_codex":[0.9979342,0.0004553599,0.00066259,0.0001213541,0.0006371996,0.0001893286],"domain_scores_gemma":[0.9976034,0.001076061,0.0005982082,0.00008943809,0.0004976827,0.0001351842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002060159,0.00008470361,0.9620798,0.000007352546,0.0001575097,0.00001507761,0.007382103,0.00001185674,0.00005296748,0.00001279333,0.0005166726,0.02761905],"study_design_scores_gemma":[0.003532202,0.0001077839,0.9884549,0.0006518654,0.00003020853,4.732195e-7,0.00513863,0.00002035348,0.000006222222,0.0003761957,0.001635565,0.00004556978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846438,0.002928715,0.00001128562,0.00926842,0.0009908198,0.0002237998,0.00189425,0.000002882011,0.0000360487],"genre_scores_gemma":[0.9953092,0.003333081,0.00001160868,0.0002870798,0.0007757319,0.00002492438,7.471833e-7,0.000007980057,0.0002496597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02757348,"threshold_uncertainty_score":0.9987565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700877348378891,"score_gpt":0.4985109391113493,"score_spread":0.4215021656275604,"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."}}