{"id":"W1968168069","doi":"10.1155/2010/495834","title":"A Novel Surgical Approach to Lipomatous Tumours of the Deltoid Region","year":2010,"lang":"en","type":"article","venue":"Sarcoma","topic":"Musculoskeletal synovial abnormalities and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Lipoma; Neurovascular bundle; Surgery; Deltoid muscle; Resection; Deltoid curve","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":[0.00007164406,0.0001063779,0.0002036801,0.00003586034,0.00005970327,0.000006286698,0.0001237903,0.00006649653,0.00003270315],"category_scores_gemma":[0.00003130329,0.00006114724,0.0001638903,0.0001704156,0.00007473594,0.00002358333,0.00008286836,0.0001556196,0.00001570488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001575611,"about_ca_system_score_gemma":0.00004033582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004400556,"about_ca_topic_score_gemma":0.00003653422,"domain_scores_codex":[0.9992337,0.00001557405,0.0001705541,0.0001570715,0.0002310101,0.0001921341],"domain_scores_gemma":[0.9993768,0.00002423976,0.00004961393,0.0003715213,0.0000457869,0.0001320585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001267258,0.007580217,0.8302689,0.0006559894,0.000362691,0.0002461989,0.001801553,0.00000969809,0.03799246,0.07237565,0.007382648,0.0400568],"study_design_scores_gemma":[0.004628617,0.0004758586,0.9381365,0.0001117136,0.0001528555,0.00335551,0.0002161713,0.0001241814,0.007396531,0.0003179797,0.04482339,0.0002607343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637282,0.00003611046,0.00007803374,0.001045089,0.0001896023,0.0003673724,0.000007344679,0.00002471445,0.03452349],"genre_scores_gemma":[0.9969868,0.000002422879,0.001218025,0.0001718944,0.0001476458,0.00002116577,0.000007243642,0.00001405395,0.001430741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078676,"threshold_uncertainty_score":0.2493512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587005634526718,"score_gpt":0.2520022469360623,"score_spread":0.2361321905907951,"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."}}