{"id":"W4412027413","doi":"10.7759/cureus.87302","title":"A Case Report and Literature Review on a Primary Dedifferentiated Liposarcoma of the Gallbladder","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Medicine; Gallbladder; Liposarcoma; Primary (astronomy); General surgery; Pathology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771806,0.001045198,0.001230007,0.008705351,0.0009422873,0.00129675,0.0009828209,0.001766256,0.003228905],"category_scores_gemma":[0.001295263,0.0004091989,0.0006410558,0.006422051,0.00107392,0.002343188,0.001007722,0.001248504,0.001800347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398582,"about_ca_system_score_gemma":0.001137389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109372,"about_ca_topic_score_gemma":0.002146694,"domain_scores_codex":[0.9996009,0.00005022125,0.0001364489,0.00007940047,0.00008950081,0.00004356524],"domain_scores_gemma":[0.9991975,0.0002954547,0.0002664259,0.00004087415,0.0001064593,0.00009316253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001173706,0.0002035176,0.01096271,0.02957065,0.0003067815,0.472832,0.001277034,0.0004530806,0.004283233,0.002240431,0.06710245,0.4106508],"study_design_scores_gemma":[0.00001364471,0.00005697878,0.005821624,0.00619659,0.0003635456,0.7963755,0.0006240166,0.00009798723,0.0005995163,0.001016438,0.1887839,0.00005021891],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009275786,0.9800169,0.0007644926,0.001298391,0.001308528,0.00005634981,0.0001877734,0.00005831223,0.007033419],"genre_scores_gemma":[0.04383979,0.9482214,0.001098605,0.001751683,0.002875189,0.00003969354,0.0003407568,0.00001620822,0.001816651],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008705351,"threshold_uncertainty_score":0.01080173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519763591051766,"score_gpt":0.3345525270167927,"score_spread":0.2993548911062751,"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."}}