{"id":"W2024426775","doi":"10.1016/j.ijrobp.2007.12.015","title":"Descriptive Study of Patients Receiving Excision and Radiotherapy for Keloids","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Telangiectasia; Keloid; Radiation therapy; Patient satisfaction; Surgery; Statistical significance; 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":[0.0002870868,0.000118598,0.0004290503,0.0001654998,0.00008096991,0.000007318351,0.0001507467,0.0001226076,0.00001641727],"category_scores_gemma":[0.0002713083,0.00008493343,0.0001096553,0.00008772003,0.0001557307,0.0001456018,0.00003279934,0.0001893714,0.00000110241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538985,"about_ca_system_score_gemma":0.0002223776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001322969,"about_ca_topic_score_gemma":0.000001408462,"domain_scores_codex":[0.9987656,0.0001458971,0.000540246,0.0001546082,0.0002557232,0.0001378604],"domain_scores_gemma":[0.9978808,0.0003717116,0.0005996591,0.00008486081,0.0009798734,0.00008307024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135889,0.002070275,0.8608667,0.000005988629,0.0006756928,0.00002830557,0.002332552,0.00002768917,0.0008695206,0.0002230681,0.0006250195,0.1311392],"study_design_scores_gemma":[0.02389008,0.01045559,0.9554689,0.00004467457,0.0001037111,0.0002340308,0.0006113426,0.0007154574,0.0007733138,0.001372118,0.006216435,0.0001143503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938272,0.0004056678,0.003881336,0.0005147784,0.0007255573,0.0004842351,0.00002086621,0.000009233973,0.0001311105],"genre_scores_gemma":[0.9948353,0.001192186,0.003288483,0.000154799,0.0004178275,0.00001323281,0.00002663848,0.00001424594,0.00005734973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310249,"threshold_uncertainty_score":0.3463485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631593988205174,"score_gpt":0.3758486298333127,"score_spread":0.329532689951261,"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."}}