{"id":"W4402274530","doi":"10.36106/ijar/8505945","title":"CLINICAL PATTERN OF PAEDIATRIC DERMATOSES IN A TERTIARY CENTRE IN NORTH INDIA","year":2024,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Dermatology; Medicine; Geography; Family medicine; Optometry","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":[],"consensus_categories":[],"category_scores_codex":[0.001063747,0.00008768745,0.0003554405,0.001260801,0.00002154921,0.00003012745,0.0001718998,0.0001127991,0.0001657142],"category_scores_gemma":[0.0002269698,0.00006337425,0.0001455287,0.001211059,0.0001575696,0.00008766158,0.00005948631,0.001237017,0.00006739787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006198938,"about_ca_system_score_gemma":0.0006253046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001292179,"about_ca_topic_score_gemma":0.00005546388,"domain_scores_codex":[0.9977525,0.0001739624,0.0009929709,0.0001534738,0.0005869379,0.0003401944],"domain_scores_gemma":[0.9986345,0.0007053436,0.00009968413,0.000130618,0.0001399732,0.0002898369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001520974,0.0004987277,0.9225412,0.0004204379,0.00003975594,0.007269751,0.00131361,0.00001070788,0.0000286061,0.0001043088,0.001905936,0.06571487],"study_design_scores_gemma":[0.00120763,0.0001427228,0.9950497,0.0003771303,0.00001817348,0.0001971454,0.00128073,0.0001034974,0.00006741881,0.0006369601,0.0008568644,0.00006209982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995946,0.001217642,0.0000127148,0.001191778,0.00008023543,0.00027029,0.00001761716,0.000005854394,0.001257859],"genre_scores_gemma":[0.9986921,0.0008006382,0.0001283424,0.0001966742,0.0001414064,0.000005971102,0.000009277856,0.00001288779,0.0000126949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07250843,"threshold_uncertainty_score":0.5374293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04323365842519318,"score_gpt":0.3938846497621792,"score_spread":0.3506509913369861,"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."}}