{"id":"W4391616289","doi":"10.3390/curroncol31020067","title":"Biopsy Techniques for Musculoskeletal Tumors: Basic Principles and Specialized Techniques","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Malignancy; Intensive care medicine; Medical physics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002419726,0.0008274446,0.0009151781,0.004603485,0.0006984121,0.002178893,0.0009054068,0.001447556,0.00419929],"category_scores_gemma":[0.005276416,0.0004093934,0.001288809,0.003109292,0.002124017,0.003644129,0.001142013,0.001942015,0.001854547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008635194,"about_ca_system_score_gemma":0.001940887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332714,"about_ca_topic_score_gemma":0.002769647,"domain_scores_codex":[0.9981009,0.0004315541,0.0004190219,0.0002163287,0.0007537376,0.00007833144],"domain_scores_gemma":[0.9968151,0.001969117,0.000440848,0.0001557143,0.0005335136,0.00008560038],"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":[0.0001333496,0.0000834281,0.003048718,0.03038666,0.0001699724,0.001658752,0.0006531953,0.0004586818,0.005821694,0.008252132,0.01921293,0.9301205],"study_design_scores_gemma":[0.0000399712,0.0003684051,0.01605089,0.03194684,0.0005112942,0.03636233,0.001430956,0.0006412896,0.006250711,0.02277418,0.8834454,0.0001776681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001781637,0.9802133,0.007624573,0.002760466,0.0006510392,0.00008389903,0.00009690992,0.00006460046,0.006723492],"genre_scores_gemma":[0.01816954,0.9565635,0.01942807,0.002328865,0.001510113,0.0001388162,0.0001821384,0.00003991346,0.001639058],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004603485,"threshold_uncertainty_score":0.01404804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0950232486965164,"score_gpt":0.4280671726980393,"score_spread":0.3330439240015229,"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."}}