{"id":"W205655204","doi":"10.1177/229255030601400109","title":"Pyoderma Gangrenosum Following Reduction Mammaplasty","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Autoimmune and Inflammatory Disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pyoderma gangrenosum; Mammaplasty; Dermatology; Surgery; Medical diagnosis; Erythema; Wound care; Biopsy; Internal medicine; Radiology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0003096992,0.0001312291,0.0003791766,0.0005990308,0.0001209514,0.00003089985,0.00005560707,0.00009127295,0.0003011901],"category_scores_gemma":[0.0006309013,0.0001220245,0.0004208031,0.0002192188,0.00006738457,0.0001917878,0.000003185953,0.0002338295,0.00004171672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723793,"about_ca_system_score_gemma":0.002355607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357826,"about_ca_topic_score_gemma":0.0008967528,"domain_scores_codex":[0.9987336,0.00003327244,0.0005767359,0.0001003209,0.0002088811,0.0003471414],"domain_scores_gemma":[0.9988415,0.0002957428,0.0002447292,0.0001186478,0.0001235101,0.000375919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001544971,0.00006023504,0.7431632,0.0000929513,0.0003476739,0.005147422,0.0001937176,0.0005310471,0.003418184,0.0001668927,0.2407989,0.005925335],"study_design_scores_gemma":[0.001189016,0.0001219851,0.8890173,0.0007154089,0.0003954031,0.002948294,0.0006870841,0.0000804843,0.001034471,0.0002337547,0.103233,0.0003438274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923862,0.001193682,0.000271742,0.000294799,0.00437978,0.0000469831,0.000003705226,0.00001243627,0.001410687],"genre_scores_gemma":[0.9987179,0.00001061512,0.00005442806,0.00006399683,0.0005861976,0.00000103176,0.00001305961,0.00002417464,0.0005285866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458541,"threshold_uncertainty_score":0.4976017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009880741865485855,"score_gpt":0.2008942773796778,"score_spread":0.191013535514192,"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."}}