{"id":"W2462156241","doi":"","title":"Retroperitoneal sarcomas - A retrospective study","year":2009,"lang":"en","type":"article","venue":"Biomedical Research-tokyo","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Surgery; Univariate analysis; Retrospective cohort study; Sarcoma; Resection; Soft tissue sarcoma; Survival analysis; Soft tissue; Radiology; Multivariate analysis; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447165,0.000288175,0.0002222659,0.001176551,0.0007701787,0.0006446314,0.0003969517,0.0002925455,0.0009911493],"category_scores_gemma":[0.0007962465,0.0002669471,0.0002514264,0.00185824,0.0004208355,0.0002242765,0.0004163031,0.0002813042,0.0002207762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538073,"about_ca_system_score_gemma":0.002517957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3506148,"about_ca_topic_score_gemma":0.4717233,"domain_scores_codex":[0.9996326,0.00003212723,0.00003018359,0.00005478672,0.0001557701,0.00009461279],"domain_scores_gemma":[0.9991187,0.00007003466,0.0003453762,0.00004989572,0.0002230929,0.0001927921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002137614,0.00001342171,0.9979675,0.00000945744,0.00001479745,0.0004783809,0.0001464789,0.0000219125,0.0001050412,0.00001199254,0.00008032133,0.00112927],"study_design_scores_gemma":[0.000002911042,0.00005393644,0.9973516,0.000009886188,0.0000143712,0.001454905,0.0005633695,0.00005300223,0.00003489526,0.000007407005,0.0004498909,0.000003797837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983332,0.0003925365,0.00004239036,0.00002423202,0.000003103927,0.00001771311,0.0003525698,0.000003119926,0.0008312292],"genre_scores_gemma":[0.9988347,0.0003442773,0.00004819511,0.00003257951,0.000007635194,0.000009434807,0.0005138912,0.00000147669,0.0002078047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506148,"threshold_uncertainty_score":0.6971479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09040267020198382,"score_gpt":0.4275675822992964,"score_spread":0.3371649120973126,"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."}}