{"id":"W4312825203","doi":"10.4103/1027-8117.360036","title":"Toronto clinical scoring system","year":2022,"lang":"en","type":"article","venue":"Dermatologica Sinica","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Leprosy; Mycobacterium leprae; Peripheral neuropathy; Observational study; Internal medicine; Dermatology; Diabetes mellitus","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":[0.0004760014,0.0001202249,0.0004236509,0.00002523769,0.0003214923,0.00001806241,0.0001697238,0.00005842136,0.0008363039],"category_scores_gemma":[0.0001374227,0.00008841391,0.0002090356,0.0001001186,0.00007020996,0.00005203476,0.000314054,0.0003159629,0.0001969032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579778,"about_ca_system_score_gemma":0.000167608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007128989,"about_ca_topic_score_gemma":0.000008270953,"domain_scores_codex":[0.9981322,0.0002719756,0.0004441645,0.0003662959,0.0004226326,0.0003627398],"domain_scores_gemma":[0.9988899,0.0002042132,0.00008374744,0.000502189,0.00004431916,0.0002756167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001348643,0.002625346,0.9179066,0.000280074,0.0005743914,0.009877911,0.0002125694,0.000004555842,0.0002000009,0.01056525,0.04027201,0.01613262],"study_design_scores_gemma":[0.01169687,0.005185772,0.382771,0.0001331592,0.0003462534,0.01287168,0.00492717,0.001156033,0.0005981494,0.0001502693,0.5795657,0.0005978987],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780258,0.002635153,0.00002870992,0.003175153,0.0005174503,0.0008566008,0.00002050793,0.0004469174,0.1142937],"genre_scores_gemma":[0.9976571,0.00008284693,0.0006021457,0.0007176814,0.00009542623,0.0002101875,0.00002958208,0.00001402,0.0005910123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5392937,"threshold_uncertainty_score":0.9156942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249493823602271,"score_gpt":0.3941818606149802,"score_spread":0.3216869223789575,"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."}}