{"id":"W2034660548","doi":"10.1002/cncr.21949","title":"Bone invasion in extremity soft‐tissue sarcoma","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Soft tissue; Sarcoma; Bone Sarcoma; Soft tissue sarcoma; Anatomy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004939707,0.00009255095,0.00019147,0.00006115822,0.0000241329,0.000006944668,0.00002748662,0.00005293678,0.0005575701],"category_scores_gemma":[0.00001343186,0.00007411067,0.00003918809,0.0001341454,0.0000246723,0.00003393584,0.00001779214,0.00007573124,0.00005849712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307111,"about_ca_system_score_gemma":0.00005495423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561979,"about_ca_topic_score_gemma":0.001426191,"domain_scores_codex":[0.9993525,0.00001300358,0.0001499996,0.0001845112,0.0001269832,0.0001730513],"domain_scores_gemma":[0.9996853,0.00003332076,0.00003084497,0.0001730578,0.00002414691,0.00005326074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003826983,0.0003993423,0.8712692,0.00002244518,0.000007713127,0.0003318147,0.00003252954,0.00000858607,0.003321171,0.0001351311,0.009324803,0.115109],"study_design_scores_gemma":[0.001877762,0.00003650853,0.9281151,0.0001546371,0.00003361635,0.0000267854,0.00001319568,0.00002788097,0.01669372,0.0003072142,0.05263,0.00008358563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97347,0.02038923,0.00001440782,0.002005472,0.000115971,0.0002379677,0.000006367001,0.00003251394,0.003728034],"genre_scores_gemma":[0.9975327,0.0003439313,0.0002085216,0.0004780659,0.0002149541,0.0001167797,0.00001647727,0.00001327605,0.001075277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150255,"threshold_uncertainty_score":0.6105002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644512787551575,"score_gpt":0.2990246684119467,"score_spread":0.272579540536431,"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."}}