{"id":"W2008659792","doi":"10.1111/dsu.12012","title":"Tumor Detection After Inflammation or Fibrosis on Mohs Levels","year":2012,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital","funders":"","keywords":"Mohs surgery; Medicine; Fibrosis; Inflammation; Dermatology; Pathology; Internal medicine","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":[0.0002271951,0.0001848169,0.0004106292,0.0001877385,0.00008573257,0.000009629879,0.00003288798,0.00009251949,0.0003708923],"category_scores_gemma":[0.0004069216,0.0001296883,0.0001313854,0.0002288205,0.00005777848,0.0001879057,0.00003486002,0.000134042,0.0003681625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218597,"about_ca_system_score_gemma":0.00004280162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007296822,"about_ca_topic_score_gemma":0.000006456699,"domain_scores_codex":[0.9987787,0.00007756094,0.0003282165,0.000188145,0.0002381647,0.0003891996],"domain_scores_gemma":[0.9988412,0.0006212837,0.0001253883,0.0002507404,0.00005140701,0.0001100039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007885041,0.00008022907,0.9759985,0.0001757904,0.00007494603,0.0002124288,0.0002301737,7.657625e-7,0.0006656848,0.00001197671,0.00456217,0.01719886],"study_design_scores_gemma":[0.0002381559,0.00004101227,0.9027196,0.0001128878,0.00004705078,0.0007325727,0.00008366412,0.00001539508,0.08108829,0.00002168182,0.01473389,0.0001657653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957015,0.0005526672,0.0001409304,0.000849317,0.0008760985,0.0002368531,0.000006503547,0.0001333653,0.001502762],"genre_scores_gemma":[0.9976082,0.00003271488,0.0001808587,0.001336455,0.0004161381,0.0002256448,0.000006529457,0.00002136269,0.0001720362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0804226,"threshold_uncertainty_score":0.5288537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05273805686734903,"score_gpt":0.2842147732801482,"score_spread":0.2314767164127991,"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."}}