{"id":"W2416909239","doi":"10.1503/cmaj.060223","title":"Bowen disease","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asymptomatic; Medicine; Bowen's disease; Dermatology; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005369734,0.00008828787,0.0001771835,0.0001230097,0.0002087326,0.00004035666,0.00008517483,0.0001385806,0.004049818],"category_scores_gemma":[0.0008426378,0.00007797448,0.00009834216,0.0001477052,0.00003447739,0.0000582981,0.000009601436,0.0005167404,0.0002773507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001513037,"about_ca_system_score_gemma":0.003334274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003166484,"about_ca_topic_score_gemma":0.02103862,"domain_scores_codex":[0.9980027,0.00004750193,0.0002730687,0.0001127081,0.001163365,0.0004006427],"domain_scores_gemma":[0.9976732,0.00006183058,0.0001018576,0.00008497996,0.0002356413,0.001842495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009259777,0.00001721727,0.5788967,0.000004916365,0.00004650251,0.001339225,0.00001930646,8.201687e-7,0.000001340459,0.0002334694,0.4133192,0.00611205],"study_design_scores_gemma":[0.0005416895,0.00001487607,0.5268983,0.00003417644,0.00002726722,0.0001715596,0.00002630025,0.00002072352,0.000002599633,0.0002868705,0.4719223,0.00005330463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4725417,0.003832155,0.0001596309,0.3894388,0.002846397,0.0003236658,0.00006577359,0.00006667695,0.1307253],"genre_scores_gemma":[0.9748304,0.0001048366,0.0001448511,0.01352083,0.005694349,0.000007281078,0.0000132634,0.00001828752,0.005665854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5022888,"threshold_uncertainty_score":0.9968606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004716390454714098,"score_gpt":0.2307042629609622,"score_spread":0.2259878725062481,"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."}}