{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017959,0.0004350523,0.0004216107,0.001419306,0.0006361181,0.0007778566,0.0003279449,0.002107522,0.03875898],"category_scores_gemma":[0.001583286,0.0001659568,0.0002397776,0.0005837621,0.0003478715,0.001752715,0.0005569689,0.001430496,0.01207284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112354,"about_ca_system_score_gemma":0.0002624785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955496,"about_ca_topic_score_gemma":0.003041721,"domain_scores_codex":[0.99986,0.00002109216,0.00001683191,0.000015008,0.00004699958,0.00004003685],"domain_scores_gemma":[0.999725,0.00007759831,0.00005291826,0.00001972612,0.00005377724,0.00007099543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005965868,0.0002247104,0.05079662,0.0007493966,0.00004546987,0.3425958,0.0004482638,0.0001450113,0.009247563,0.003361716,0.1614151,0.4303738],"study_design_scores_gemma":[0.00007028164,0.0001300388,0.02027208,0.0009675212,0.00005652057,0.7985829,0.0009491344,0.0003754671,0.002196394,0.003609949,0.1727421,0.00004768946],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1662416,0.1384142,0.008130968,0.1014222,0.009292704,0.0004733057,0.002548696,0.002790273,0.570686],"genre_scores_gemma":[0.7534109,0.0452356,0.008751865,0.03042195,0.00526621,0.0001215645,0.0009380055,0.0002594808,0.1555944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03875898,"threshold_uncertainty_score":0.1296617,"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."}}