{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009162168,0.0002303797,0.0001999372,0.001758059,0.0003865261,0.0004279036,0.0002738203,0.00031142,0.003057732],"category_scores_gemma":[0.003303276,0.0001939158,0.000324026,0.0006429385,0.0005298198,0.0005245663,0.0004661806,0.0002675843,0.0004167526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151964,"about_ca_system_score_gemma":0.0002820053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251626,"about_ca_topic_score_gemma":0.001780256,"domain_scores_codex":[0.9992932,0.0001203489,0.000101806,0.00009583364,0.0002470016,0.0001417903],"domain_scores_gemma":[0.9957811,0.001109015,0.002202484,0.0002282463,0.0004043727,0.0002749413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128859,0.00001101372,0.9925187,0.00002110022,0.00001099991,0.001355524,0.00008107114,0.00002770154,0.003097269,0.0000136404,0.00003850033,0.002711602],"study_design_scores_gemma":[0.000006144735,0.0002952646,0.9728591,0.00002785446,0.00003504507,0.01979764,0.0003598277,0.0001981232,0.005911722,0.00003503211,0.0004660895,0.000008021311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984665,0.0003843816,0.0002140914,0.00001610761,0.000004878772,0.00001164272,0.00004198121,0.000006150788,0.0008543565],"genre_scores_gemma":[0.9995288,0.00009401906,0.000220816,0.000007911043,0.000006338119,0.000002477611,0.00003349828,0.000001478404,0.0001047566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003057732,"threshold_uncertainty_score":0.01022911,"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."}}