{"id":"W2970044584","doi":"10.1111/his.13957","title":"Atypical lipomatous tumour/well‐differentiated liposarcoma and de‐differentiated liposarcoma in patients aged ≤ 40 years: a study of 116 patients","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Mayo Clinic","keywords":"Liposarcoma; Medicine; Sarcoma; Metastasis; Mediastinum; Myxoid liposarcoma; Pathology; Internal medicine; Surgery; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224018,0.0002925821,0.0004334461,0.0008346638,0.0004859248,0.0004837789,0.0002276023,0.0003271633,0.001660699],"category_scores_gemma":[0.001110685,0.0003699407,0.0002712692,0.0008866159,0.0003337147,0.0005295691,0.0004851408,0.0003089062,0.0004464188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165839,"about_ca_system_score_gemma":0.0003209439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245436,"about_ca_topic_score_gemma":0.00289662,"domain_scores_codex":[0.999697,0.00004177447,0.00005245722,0.00008543931,0.00005318902,0.00007024589],"domain_scores_gemma":[0.9992494,0.0001624914,0.0003056556,0.00004637749,0.00004647738,0.0001896377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006408623,0.00002195391,0.9981621,0.00000960187,0.000008949501,0.000656012,0.0001078884,0.00001491492,0.0002168294,0.000005192947,0.00002405341,0.0007084744],"study_design_scores_gemma":[0.00002127546,0.0003927198,0.9911326,0.00001617364,0.00002582655,0.007034119,0.0006045494,0.00008954007,0.000138433,0.00001167843,0.0005267317,0.00000639547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999559,0.0001401784,0.00002523477,0.000004638821,0.000001736617,0.00000890187,0.0001202045,0.000001664533,0.0001383587],"genre_scores_gemma":[0.9992431,0.0001663634,0.00007186132,0.00001647764,0.000006241291,0.00001387401,0.0003768003,0.000001477087,0.0001038399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245436,"threshold_uncertainty_score":0.00555563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081169146878187,"score_gpt":0.2315021535262628,"score_spread":0.2233852388384441,"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."}}