{"id":"W2904281499","doi":"","title":"Question: Can you identify this condition? Filamentary keratitis.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Skin Diseases and Diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Angiokeratoma; Scrotum; Medicine; Dermatology; Itching; Calcinosis; Pathology; Surgery; Calcification","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001200866,0.00009224276,0.0001329253,0.00005642742,0.00007211405,0.00004752019,0.00005777147,0.00006186548,0.003196208],"category_scores_gemma":[0.0001746384,0.0000833707,0.0000724829,0.00008154708,0.00007280112,0.00008523487,0.00002287899,0.0001581767,0.00008639165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003115727,"about_ca_system_score_gemma":0.0000395723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002013876,"about_ca_topic_score_gemma":0.0001129732,"domain_scores_codex":[0.9992214,0.00001647453,0.0001411512,0.0001812585,0.0001933735,0.0002463184],"domain_scores_gemma":[0.9993439,0.00003634833,0.00003805333,0.0002410065,0.00006126182,0.0002794351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000512081,0.0003237746,0.6542719,0.00009046817,0.0001406189,0.0001537728,0.00007817971,4.292074e-7,0.001253199,0.002538498,0.2776214,0.06347657],"study_design_scores_gemma":[0.0007342311,0.00001786954,0.9741752,0.00001269436,0.00009940814,0.00002622227,0.00001942481,0.000006321197,0.00241443,0.0008249611,0.02157316,0.00009604592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774257,0.0002820755,0.000002567224,0.005301099,0.001091772,0.0005968275,0.0001002323,0.0001178523,0.01508187],"genre_scores_gemma":[0.9904527,0.00001919873,0.0001156766,0.003034186,0.0006577433,0.0008127643,0.0003215004,0.00001453406,0.004571698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199033,"threshold_uncertainty_score":0.997715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031222781170775,"score_gpt":0.2645506648241885,"score_spread":0.2542384370124807,"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."}}