{"id":"W1411437681","doi":"","title":"Question: Can you identify this condition? Bowen disease.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Bowen's disease; Dermatology; Psoriasis; Lesion; Medicine; Keratosis; Skin lesion; Pathology; Basal cell","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":[0.0001978696,0.0001247779,0.0001885527,0.00007162671,0.0001085756,0.00003026238,0.00009167112,0.00005652328,0.0005587089],"category_scores_gemma":[0.0002682448,0.0001114558,0.00007373715,0.0001196726,0.0001522507,0.00007918162,0.0000532863,0.0002433996,0.0001011639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008278795,"about_ca_system_score_gemma":0.00006677066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015344,"about_ca_topic_score_gemma":0.0001910099,"domain_scores_codex":[0.9989572,0.00002147895,0.0001665898,0.0002592011,0.0002810613,0.000314496],"domain_scores_gemma":[0.9991098,0.00003531387,0.00006111493,0.0003686621,0.00009207796,0.0003330321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001269206,0.0001279919,0.8898392,0.0001007674,0.0001702279,0.0001935953,0.0001760171,2.064321e-7,0.0001077533,0.00216117,0.07787662,0.02911948],"study_design_scores_gemma":[0.0006174296,0.00001037008,0.9286037,0.00001343791,0.0001214714,0.00002625104,0.00001755004,0.000001523062,0.0004185271,0.0006193036,0.06943876,0.0001116828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126685,0.0009856133,0.00002137852,0.02820215,0.003538546,0.001635103,0.0001306971,0.0002576751,0.05256031],"genre_scores_gemma":[0.9840238,0.00004153677,0.00009162951,0.0008656791,0.001019217,0.001890598,0.00005630172,0.00002257692,0.01198863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07135531,"threshold_uncertainty_score":0.6117471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503278220079167,"score_gpt":0.2841314267895063,"score_spread":0.2690986445887146,"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."}}