{"id":"W2032496387","doi":"10.1002/dc.10424","title":"Fine‐needle aspiration in liposarcoma: Cytohistologic correlative study including well‐differentiated, myxoid, and pleomorphic variants","year":2004,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Myxoid liposarcoma; Pathology; Medicine; Cytopathology; Spindle cell sarcoma; Liposarcoma; Leiomyosarcoma; Myxofibrosarcoma; Myxoma; Sarcoma; Anatomy; Undifferentiated Pleomorphic Sarcoma; Soft tissue sarcoma; Radiology; Cytology","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":[0.001044455,0.0002707098,0.0001617807,0.00152472,0.0003732154,0.0003410334,0.000256671,0.0003815908,0.001164852],"category_scores_gemma":[0.002407055,0.0002942709,0.0001353514,0.0004547641,0.0006161236,0.0004439354,0.0003354152,0.000166929,0.0003978771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000259332,"about_ca_system_score_gemma":0.0001740018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062385,"about_ca_topic_score_gemma":0.002157187,"domain_scores_codex":[0.9996732,0.00009518037,0.0000600045,0.00005081116,0.00007358316,0.00004716603],"domain_scores_gemma":[0.9986268,0.0005978586,0.0002496089,0.0001641279,0.0002204666,0.0001411281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004368395,0.00009201135,0.8864645,0.0001250082,0.00004264317,0.03979393,0.001050186,0.0001902754,0.05528473,0.0001015216,0.0002335195,0.01618484],"study_design_scores_gemma":[0.00009588014,0.0007450121,0.7854281,0.00007771945,0.0001159523,0.1878604,0.001281159,0.001647542,0.01845413,0.0002086321,0.004060319,0.00002526075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975408,0.001386832,0.0004693049,0.00003419536,0.00000940091,0.0000175417,0.00003173231,0.00001318819,0.0004970893],"genre_scores_gemma":[0.9988753,0.0003577788,0.0004788441,0.00002961499,0.00001739238,0.00000894293,0.00007309125,0.000003757021,0.0001553315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00152472,"threshold_uncertainty_score":0.005523682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389905714327417,"score_gpt":0.2903136624119984,"score_spread":0.2564146052687242,"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."}}