{"id":"W2412588644","doi":"","title":"Marjolin ulcer in a surgical scar.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Surgery; Skin ulcer; Dermatology","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":[0.0003517071,0.00008552992,0.0002334554,0.00008439292,0.00001060867,0.000006949665,0.00005231253,0.00005073204,0.000027772],"category_scores_gemma":[0.0001374766,0.00006998359,0.00004039319,0.0001966661,0.00005580614,0.00003715783,0.00006051404,0.0001218287,0.00005837217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070445,"about_ca_system_score_gemma":0.00004960327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007835629,"about_ca_topic_score_gemma":0.00008234337,"domain_scores_codex":[0.9990899,0.00002849566,0.0001544532,0.0001771377,0.0002252189,0.0003248141],"domain_scores_gemma":[0.9995195,0.00004063598,0.00002327224,0.0001741812,0.00003985977,0.0002025048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004374182,0.0001164394,0.8742362,0.0000252498,0.00004305277,0.000723666,0.0002793325,0.000002703468,6.288197e-7,0.0001222829,0.01476425,0.1092488],"study_design_scores_gemma":[0.002509298,0.00002106001,0.8650493,0.000009789509,0.00001457789,0.0001040109,0.00006563486,0.000007328532,0.00007594944,0.0001051626,0.1319651,0.00007278042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8419804,0.001838462,0.000002614905,0.003184951,0.0003620768,0.0006556734,0.000002617034,0.00004431611,0.1519289],"genre_scores_gemma":[0.994685,0.00004195116,0.0001035896,0.0002453925,0.0003606761,0.0009735274,0.000002658891,0.00001396951,0.003573261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527046,"threshold_uncertainty_score":0.2853848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06562147420637313,"score_gpt":0.2792742818300264,"score_spread":0.2136528076236533,"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."}}