{"id":"W2097937425","doi":"","title":"Lipofibromatous hamartoma: review of early diagnosis and treatment.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Biopsy; Amputation; Debulking; Radiology; Pathological; Surgery; Pathology","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":[0.0001005231,0.00006993926,0.0002283508,0.00005603049,0.00002312055,0.000005704033,0.00002139043,0.00002298002,0.00005718358],"category_scores_gemma":[0.00004620451,0.00005159392,0.00008332128,0.0001256045,0.0000241728,0.00008372463,0.00001245397,0.00002073205,0.00001676372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003099166,"about_ca_system_score_gemma":0.00001301684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322988,"about_ca_topic_score_gemma":0.000006126672,"domain_scores_codex":[0.999489,0.00001128899,0.0001808998,0.00008464441,0.0001006109,0.0001335445],"domain_scores_gemma":[0.9996151,0.00001932673,0.00004879044,0.0001754637,0.00004539627,0.00009592745],"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":[0.00001540916,0.0002407625,0.05527152,0.001717333,0.0001569573,0.00001038872,0.0001223614,7.64206e-8,0.000005408894,0.0002303908,0.00518771,0.9370417],"study_design_scores_gemma":[0.001032848,0.0001112647,0.8427977,0.0006029456,0.0002890234,0.0001081671,0.000006960758,0.000006599995,0.0008577099,0.000008774276,0.1541083,0.00006965134],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057282,0.08261728,0.0000051587,0.004077328,0.00002116687,0.001132016,0.000006543218,0.00004067193,0.00637165],"genre_scores_gemma":[0.9515176,0.04503242,0.0006175991,0.000429688,0.00008817662,0.001519384,0.00001249531,0.00001080183,0.0007718424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.936972,"threshold_uncertainty_score":0.2103939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255531988221897,"score_gpt":0.2461507524946385,"score_spread":0.2205975536724488,"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."}}