{"id":"W2021641747","doi":"10.1007/s11864-004-0034-2","title":"Primary multidisciplinary management of extremity soft tissue sarcomas","year":2004,"lang":"en","type":"review","venue":"Current Treatment Options in Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Neurovascular bundle; Soft tissue; Sarcoma; Synovial sarcoma; Radiology; Magnetic resonance imaging; Soft tissue sarcoma; Radiation therapy; Biopsy; Surgery; Pathology","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":[0.0003930051,0.0005903032,0.001539746,0.001800578,0.0002404046,0.0007074053,0.0008939046,0.0006746404,0.002822492],"category_scores_gemma":[0.0006807421,0.0002327534,0.000538289,0.00160101,0.0002799882,0.000855431,0.0004964633,0.000868292,0.0009996383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004104185,"about_ca_system_score_gemma":0.0006025824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007700569,"about_ca_topic_score_gemma":0.002577137,"domain_scores_codex":[0.9997811,0.00003961002,0.00003900254,0.00004399483,0.00007575729,0.00002055795],"domain_scores_gemma":[0.999674,0.0001589502,0.00007631264,0.000007540448,0.00005582535,0.00002747258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005485825,0.00007607407,0.0003868721,0.0102863,0.00009258288,0.0007573024,0.0000355228,0.0003096405,0.0009801956,0.0003147045,0.01168511,0.9750208],"study_design_scores_gemma":[0.0001355484,0.0004908593,0.01089161,0.01834486,0.001032303,0.04005903,0.0002935035,0.0005985998,0.001828794,0.00189867,0.9243668,0.00005945073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003023416,0.9986443,0.00015408,0.0001195833,0.0001012685,0.000003324302,0.000006620313,0.000005641164,0.0006628377],"genre_scores_gemma":[0.001978007,0.9969049,0.0002840064,0.0001844374,0.0002066519,0.000004682884,0.00002868409,0.000001228261,0.0004075093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002822492,"threshold_uncertainty_score":0.009442151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259279128298919,"score_gpt":0.4535353031439667,"score_spread":0.3276073903140748,"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."}}