{"id":"W2287690323","doi":"10.1177/229255030701500308","title":"Giant lipomas of the upper extremity","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Soft tissue; Lipoma; Anatomy; Giant cell; Radiology; Surgery; Pathology","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":[0.0005347757,0.00009072966,0.0003122152,0.0002848461,0.00005564179,0.000007662792,0.00007143904,0.00005549088,0.0003334822],"category_scores_gemma":[0.001781906,0.00005514217,0.0003694987,0.0002041764,0.00009693503,0.00003302373,0.000005340027,0.0001539705,0.000007282554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770229,"about_ca_system_score_gemma":0.001592038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443043,"about_ca_topic_score_gemma":0.005151071,"domain_scores_codex":[0.9989863,0.00002748064,0.0004393964,0.00006759685,0.000220213,0.0002590162],"domain_scores_gemma":[0.9967878,0.002080194,0.0002334967,0.000158341,0.0001669169,0.0005731908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003581088,0.00005585083,0.9825876,0.00001398915,0.0001118266,0.00105976,0.00006930235,0.000003306214,0.000132156,0.00006033936,0.008753165,0.007116843],"study_design_scores_gemma":[0.0002894045,0.00002929747,0.9890484,0.0003598965,0.0001538651,0.0007243829,0.000116733,0.000003620286,0.00141054,0.00002392298,0.007791308,0.00004867131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949484,0.002064788,0.00004426164,0.0005424384,0.001766164,0.00005121306,0.00001087399,0.000001693461,0.000570205],"genre_scores_gemma":[0.9994197,0.00002573198,0.0000771812,0.000183966,0.0002226804,4.800225e-7,9.26143e-7,0.00001026488,0.00005903295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007068172,"threshold_uncertainty_score":0.3651397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488325901975203,"score_gpt":0.2374650905724675,"score_spread":0.2125818315527154,"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."}}