{"id":"W4401373783","doi":"10.1177/12034754241269972","title":"Infectious Ulcerative Panniculitis","year":2024,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Dermatology; Panniculitis; Infectious disease (medical specialty); Pathology; Disease","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":[0.0003114229,0.0001291833,0.0006897406,0.0002392235,0.00006054028,0.00001860465,0.0000244181,0.00006254864,0.0001929592],"category_scores_gemma":[0.0007475907,0.00006888514,0.0001658036,0.0002058965,0.0001866701,0.00006879104,0.00001551729,0.0003006824,0.00001140059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003088213,"about_ca_system_score_gemma":0.0001319879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001061099,"about_ca_topic_score_gemma":0.000002479117,"domain_scores_codex":[0.9988714,0.00004706366,0.0005053789,0.0001151754,0.0002998372,0.0001611553],"domain_scores_gemma":[0.9981009,0.001384247,0.0001010267,0.00006231988,0.0001730368,0.0001784835],"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":[0.0006406241,0.0001804504,0.04293647,0.001275504,0.00132238,0.1241853,0.003670492,0.00000273271,0.001156255,0.001122374,0.6432917,0.1802158],"study_design_scores_gemma":[0.0007040976,0.00164574,0.007046198,0.003066561,0.0006651579,0.2962632,0.001559028,0.0001066217,0.0001558794,0.003996829,0.6845777,0.0002129606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861778,0.04291393,0.0002622124,0.05564392,0.001583605,0.0001128188,0.00000209102,0.0000772694,0.01322634],"genre_scores_gemma":[0.9842163,0.009359094,0.00002260165,0.004531311,0.0009147138,0.000001478919,0.000001156434,0.000009439745,0.0009438914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800028,"threshold_uncertainty_score":0.2809055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253469070415201,"score_gpt":0.3048645408455871,"score_spread":0.2723298501414351,"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."}}