{"id":"W2789608425","doi":"10.1007/s12029-018-0052-0","title":"Well-Differentiated Liposarcoma (Atypical Lipomatous Tumor) Presenting as an Esophageal Polyp","year":2018,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Liposarcoma; Radiation therapy; Radiology; Pathology; Sarcoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002093615,0.0002734798,0.0005532156,0.0002083843,0.0001401611,0.00007069569,0.0002023552,0.00004200993,0.001653802],"category_scores_gemma":[0.0002215103,0.0002011905,0.00026805,0.0002083319,0.0001706409,0.0001981061,0.00006349658,0.0004308186,0.00009642779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020528,"about_ca_system_score_gemma":0.0003514154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001951762,"about_ca_topic_score_gemma":0.00005330551,"domain_scores_codex":[0.9978417,0.00009687722,0.0006897917,0.0002646435,0.0006271503,0.0004797966],"domain_scores_gemma":[0.9978495,0.0001052392,0.0005278462,0.0002568274,0.000699389,0.0005612625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002015042,0.001685644,0.9767531,0.00004337138,0.0002005787,0.006316922,0.0001420929,0.000005191286,0.004810126,0.00007646946,0.003134892,0.004816567],"study_design_scores_gemma":[0.003984867,0.006542977,0.9169766,0.0010947,0.0004722183,0.05909117,0.0001476619,0.000736905,0.009852506,0.0001571141,0.0007643943,0.0001788871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965994,0.0009207126,0.00009334431,0.001153305,0.0003332618,0.0001902068,0.000006032312,0.00004199409,0.0006617676],"genre_scores_gemma":[0.9920511,0.000028647,0.004730973,0.0005450316,0.002320505,0.000009701476,0.00000459624,0.00004442921,0.0002650684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0597765,"threshold_uncertainty_score":0.9992588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085571705326405,"score_gpt":0.3195955780137404,"score_spread":0.2987398609604764,"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."}}