{"id":"W4224003942","doi":"10.46747/cfp.6804266","title":"Not all that blisters is infectious","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Blisters; Medicine; Dermatology; Infectious disease (medical specialty); Primary care; Disease; Intensive care medicine; Pathology; Immunology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00007195386,0.000204529,0.0002860841,0.0002938189,0.0003621598,0.00003531751,0.0002170893,0.00004231931,0.0001549732],"category_scores_gemma":[0.00000982561,0.0002395605,0.0001888487,0.0003355134,0.00008247681,0.00007491303,0.00007746179,0.0003071549,0.0002854243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038249,"about_ca_system_score_gemma":0.001024982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03795299,"about_ca_topic_score_gemma":0.002533611,"domain_scores_codex":[0.9985005,0.00004842316,0.0001586287,0.0003494854,0.0003669051,0.0005760039],"domain_scores_gemma":[0.9987096,0.00002549527,0.00007240816,0.0005826959,0.00004266973,0.0005671552],"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":[0.00009066054,0.0002777021,0.009104881,0.00007584952,0.0003966414,0.00112996,0.001185843,0.00009279338,0.006015558,0.0007662861,0.9530154,0.0278484],"study_design_scores_gemma":[0.0009075978,0.0002392638,0.09253435,0.00002262629,0.00015524,0.00001593886,0.001285645,0.00006797732,0.0003418797,0.0001673348,0.9039409,0.0003212536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6220293,0.001546128,0.000006083891,0.005965516,0.0009263646,0.0007925526,0.0005604933,0.0002461876,0.3679274],"genre_scores_gemma":[0.6509747,0.000005594725,0.00000844857,0.3470331,0.00009671044,0.00006192169,0.0001105338,0.0000455707,0.00166346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3662639,"threshold_uncertainty_score":0.9768993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587391493453283,"score_gpt":0.2424196853084913,"score_spread":0.2165457703739585,"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."}}