{"id":"W4236852594","doi":"10.1007/978-3-540-77984-1_8","title":"Biopsy","year":2009,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Biopsy; Trephine; Percutaneous; Radiology; Open biopsy; Bone biopsy; Surgery","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":[0.0005012025,0.0006738774,0.000405562,0.001356009,0.0008390169,0.001202941,0.0006728763,0.001211744,0.1135814],"category_scores_gemma":[0.0008840165,0.0003527583,0.0005274116,0.0004241022,0.0006978352,0.001284993,0.0009179115,0.002000354,0.05911698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790755,"about_ca_system_score_gemma":0.0007750438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562082,"about_ca_topic_score_gemma":0.004389437,"domain_scores_codex":[0.9997118,0.00003011577,0.00001454045,0.00008498396,0.0001180035,0.00004053087],"domain_scores_gemma":[0.999723,0.00005776226,0.00001436265,0.00007116224,0.00008727924,0.00004640239],"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":[0.0001711863,0.0001001593,0.00211885,0.0004829831,0.00004072084,0.008639581,0.0002812504,0.000422988,0.03095069,0.0278731,0.2947501,0.6341684],"study_design_scores_gemma":[0.00001279186,0.00004464114,0.001701053,0.0002422399,0.00002738107,0.0299506,0.0001131035,0.0003132746,0.006896519,0.008113788,0.9525706,0.00001410629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008228561,0.01347004,0.04677331,0.008862521,0.004522483,0.0003832874,0.001491244,0.001956005,0.9143125],"genre_scores_gemma":[0.05464552,0.008554847,0.03644268,0.01237644,0.001978041,0.0001830553,0.00191134,0.0007384848,0.8831696],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1135814,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265517740619141,"score_gpt":0.2876870191774297,"score_spread":0.2650318417712383,"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."}}