{"id":"W1432460092","doi":"","title":"Dermacase. Can you identify this condition? Nail lichen planus.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nail (fastener); Computer science; Lichen; Dermatology; Data science; Medicine; Biology; Engineering; Ecology","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":[0.0001582067,0.0001872995,0.0002948153,0.0001297918,0.000111428,0.00004444474,0.0001563524,0.0001044535,0.0006909711],"category_scores_gemma":[0.0002974191,0.000175645,0.0001320794,0.0001854047,0.00007754799,0.00009178674,0.00003339503,0.0001964353,0.0002220677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001465813,"about_ca_system_score_gemma":0.00009532728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165248,"about_ca_topic_score_gemma":0.000009542123,"domain_scores_codex":[0.9984711,0.00003967168,0.0002928759,0.0003015519,0.000369724,0.0005250183],"domain_scores_gemma":[0.9989949,0.0000458978,0.0001024107,0.0004453572,0.00007995788,0.0003314335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005022533,0.001447531,0.07251877,0.0001789359,0.0004562283,0.002331848,0.0009984005,0.00000567214,0.0005844707,0.0007267351,0.5676289,0.3526203],"study_design_scores_gemma":[0.001516806,0.0000378548,0.9600036,0.00002649354,0.0002111126,0.0002348673,0.00005216304,0.000007257903,0.001768015,0.0005155627,0.03543894,0.0001873553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373052,0.002587156,0.00001797897,0.01342661,0.0003902794,0.001759112,0.0001150797,0.0005676456,0.04383098],"genre_scores_gemma":[0.9818752,0.00004833149,0.00004239642,0.005677952,0.0002612619,0.0004633963,0.0002650967,0.0000262236,0.0113401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8874848,"threshold_uncertainty_score":0.7565649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186506305332883,"score_gpt":0.2684043695624244,"score_spread":0.2497537390291361,"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."}}