{"id":"W2079484921","doi":"10.1097/prs.0b013e3181a83b7e","title":"Perioperative Interstitial Brachytherapy for Recurrent Keloid Scars","year":2009,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Surgery; Perioperative; Scars; Keloid","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":[0.0001599266,0.0002248542,0.0005521218,0.0002386231,0.0001596339,0.00004120046,0.00005539242,0.0001015159,0.0003098057],"category_scores_gemma":[0.0005646176,0.0001609433,0.000268078,0.0001566068,0.0002460372,0.0001179092,0.00001327256,0.0002026816,0.00003805811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426467,"about_ca_system_score_gemma":0.0002903095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004093677,"about_ca_topic_score_gemma":0.000003133909,"domain_scores_codex":[0.9985794,0.00006447652,0.0003351309,0.0003903862,0.0002106625,0.000419877],"domain_scores_gemma":[0.9978174,0.001516456,0.00008898805,0.000160666,0.0002246563,0.0001918153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004849898,0.0005830559,0.03323448,0.00008415898,0.0005081499,0.0002520232,0.0005404684,0.000003293577,0.001223966,0.001208706,0.003764987,0.9537468],"study_design_scores_gemma":[0.02772529,0.01741074,0.8269399,0.003918638,0.001096316,0.02245507,0.007347446,0.004670397,0.032104,0.006847018,0.04604848,0.003436649],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906858,0.0005146171,0.001718809,0.0007158149,0.001724394,0.0007343228,0.00008106715,0.00007747774,0.00374774],"genre_scores_gemma":[0.9974139,0.0001608153,0.001513311,0.0001731848,0.0002507759,0.00007927849,0.00006634937,0.00001644192,0.0003259654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9503102,"threshold_uncertainty_score":0.6563079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567496534319829,"score_gpt":0.320256419346165,"score_spread":0.2845814540029667,"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."}}