{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158249,0.001303469,0.001130273,0.004592124,0.0009233091,0.001214846,0.001315118,0.0006754807,0.02384725],"category_scores_gemma":[0.00445332,0.0001996332,0.0008034215,0.00330602,0.0004620093,0.0008378177,0.001189678,0.0008980801,0.008915639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716662,"about_ca_system_score_gemma":0.002948985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03070991,"about_ca_topic_score_gemma":0.03185442,"domain_scores_codex":[0.9982254,0.0002677306,0.0003153305,0.0002257952,0.0007561428,0.0002096218],"domain_scores_gemma":[0.9971353,0.0001318603,0.0005154218,0.00009449747,0.001916601,0.0002062983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001708955,0.0003596096,0.2736055,0.001594751,0.0005030921,0.001431899,0.0007447611,0.002695473,0.00356732,0.005024724,0.4563529,0.252411],"study_design_scores_gemma":[0.0007338843,0.001014366,0.4367214,0.001437507,0.0004306193,0.01197948,0.001021806,0.006691776,0.001837792,0.007176394,0.530608,0.0003468826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.255446,0.04185422,0.04494773,0.007510065,0.00260383,0.01094779,0.204128,0.003017548,0.4295449],"genre_scores_gemma":[0.62999,0.01717093,0.04858443,0.002039244,0.0006337698,0.0068374,0.1604646,0.0004305115,0.1338491],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03070991,"threshold_uncertainty_score":0.079777,"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."}}