{"id":"W4224063380","doi":"10.53730/ijhs.v6ns1.5766","title":"Comparison of mean total ridge count and mean ATD angle in OSMF and oral Leukoplakia patients","year":2022,"lang":"en","type":"article","venue":"International Journal of Health Sciences","topic":"Dermatoglyphics and Human Traits","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oral submucous fibrosis; Medicine; Leukoplakia; Basal cell; Dentistry; Dermatology; Pathology; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006845793,0.00004751564,0.0001265097,0.0001070019,0.0001001596,0.00002460904,0.0001800991,0.00001389954,0.00001010506],"category_scores_gemma":[0.00001222359,0.00004170157,0.00002115914,0.00004664959,0.000124479,0.00001252964,0.000106618,0.00008120065,9.240672e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447121,"about_ca_system_score_gemma":0.0001470888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006452682,"about_ca_topic_score_gemma":0.0001413057,"domain_scores_codex":[0.9990098,0.0000570177,0.0003499821,0.0001008874,0.0003890608,0.00009321862],"domain_scores_gemma":[0.999485,0.00001231934,0.0003189204,0.00002914071,0.0001097444,0.00004489223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388992,0.0003291684,0.9770889,0.00002469375,0.00004123236,0.000006694728,0.002930436,0.0006587797,0.002667794,0.001542005,0.002017462,0.01255394],"study_design_scores_gemma":[0.002923617,0.003850838,0.9702335,0.00008476264,0.000008570795,0.0002659066,0.003586329,0.001600874,0.003168694,0.0009514226,0.01309582,0.0002296647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976875,0.001276278,0.000020367,0.0005569494,0.0002939531,0.00004074113,0.00002802117,5.554351e-7,0.00009564627],"genre_scores_gemma":[0.9994891,0.00007687455,0.0001257616,0.0002538323,0.00003135154,8.176081e-7,0.000007232658,0.000002260099,0.00001273906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232427,"threshold_uncertainty_score":0.1700541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103753201194167,"score_gpt":0.3580244035698402,"score_spread":0.3269868715578986,"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."}}