{"id":"W3137623366","doi":"10.25259/ijdvl_234_2021","title":"Prof A. K. Bajaj (1945–2021)","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Dermatology Venereology and Leprology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health","funders":"","keywords":"Computer science; Political science","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":[0.0005996033,0.0001727505,0.001011856,0.000346851,0.0001278102,0.000007444042,0.0001054079,0.0007051651,0.0003445551],"category_scores_gemma":[0.0005314535,0.0001443293,0.00012323,0.00022894,0.0003777061,0.00008435352,0.00005040631,0.0009923701,0.00003276298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114204,"about_ca_system_score_gemma":0.002942524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002998157,"about_ca_topic_score_gemma":0.00008925436,"domain_scores_codex":[0.9972022,0.0009082556,0.0009398357,0.0002713469,0.0001275823,0.0005507812],"domain_scores_gemma":[0.9980281,0.0002563689,0.0004274484,0.0002692361,0.0005036313,0.0005152388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003393704,0.0002300106,0.9046019,0.0005490794,0.0004122684,0.05419609,0.002141165,0.00000113501,0.0004795468,0.007756678,0.006578642,0.02271405],"study_design_scores_gemma":[0.003056415,0.0006615216,0.0668884,0.00009961987,0.00008980685,0.742707,0.0006451818,0.00001393767,0.0006383032,0.002513165,0.1825362,0.0001505528],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8225193,0.005463665,0.0001970077,0.1689143,0.001091009,0.0001460577,0.000003532161,0.00001064832,0.001654503],"genre_scores_gemma":[0.9912988,0.0005325043,0.0007031393,0.006603457,0.0005184517,0.000006815859,0.00001131011,0.00001686022,0.0003086838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8377135,"threshold_uncertainty_score":0.5885577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715363797483,"score_gpt":0.3105956202788059,"score_spread":0.2934419823039759,"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."}}