{"id":"W4283641611","doi":"10.36106/ijsr/2900150","title":"LEPROSY A CHANGE IN PROFILE?","year":2022,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Leprosy; Medicine; Lepromatous leprosy; Dermatology; Observational study; Acid-fast; Internal medicine; Pathology; Tuberculosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775842,0.0001140485,0.0002584959,0.0004705729,0.0007821062,0.001090173,0.0002106265,0.0004187803,0.0062115],"category_scores_gemma":[0.0010194,0.000090801,0.000170646,0.0007684855,0.000424007,0.001043165,0.0005177783,0.0008214446,0.0009215513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687914,"about_ca_system_score_gemma":0.0006009203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005054787,"about_ca_topic_score_gemma":0.005494593,"domain_scores_codex":[0.9996246,0.00006882667,0.00003211074,0.00005461997,0.00008619191,0.0001336576],"domain_scores_gemma":[0.9995294,0.00003404023,0.0001327874,0.00001634823,0.00009315828,0.0001943269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000245523,0.0001976616,0.8785934,0.0002870663,0.00004461854,0.01107978,0.005425249,0.00005736701,0.002877906,0.00172861,0.01036115,0.08910158],"study_design_scores_gemma":[0.0000103558,0.0002839272,0.8839409,0.0004444892,0.00002775788,0.04811731,0.01932556,0.00008982598,0.0002432095,0.00142803,0.04605837,0.00003023405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530539,0.009593458,0.0002724408,0.01910912,0.0004444409,0.00003067534,0.0005464434,0.00002275757,0.01692672],"genre_scores_gemma":[0.9877215,0.004223638,0.0001277192,0.003548182,0.000295779,0.000008568056,0.0002099609,0.000007055462,0.003857536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0062115,"threshold_uncertainty_score":0.02077949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.236659762404826,"score_gpt":0.5038340256077248,"score_spread":0.2671742632028988,"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."}}