{"id":"W4404297419","doi":"10.1016/j.jcjo.2024.10.011","title":"Ultrasound-guided core-needle biopsy for extra-ocular orbital soft tissue tumours: a minimally invasive alternative to surgical biopsy","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsy; Core biopsy; Soft tissue; Radiology; Ultrasound; Cancer","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":[0.0008261597,0.0003801301,0.0005686726,0.001191645,0.000455743,0.001214865,0.0005200444,0.0009349698,0.002486637],"category_scores_gemma":[0.001915819,0.0003136081,0.0005235451,0.0005715529,0.0008969269,0.001464096,0.0007036119,0.0009630228,0.0009057796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902296,"about_ca_system_score_gemma":0.001088141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056721,"about_ca_topic_score_gemma":0.0126746,"domain_scores_codex":[0.999429,0.0001436017,0.00004655353,0.00008933866,0.0002159913,0.00007533789],"domain_scores_gemma":[0.9991767,0.0003560802,0.00007162782,0.0001117558,0.0001570385,0.0001268386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002878996,0.000263546,0.01998032,0.0009224786,0.0001730126,0.02270681,0.0004215711,0.000888243,0.2520653,0.0024348,0.003359654,0.6939052],"study_design_scores_gemma":[0.0006310255,0.003825734,0.1550656,0.001803181,0.001217055,0.6111085,0.001639513,0.04456413,0.1010618,0.01062817,0.06798932,0.0004660689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5645539,0.1229869,0.2631233,0.004202299,0.00128113,0.0005469156,0.0003633533,0.001573859,0.04136839],"genre_scores_gemma":[0.7924278,0.01512227,0.1836683,0.002970063,0.000560515,0.0001037591,0.0002427237,0.0001535955,0.004750825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003056721,"threshold_uncertainty_score":0.008318663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446485899209495,"score_gpt":0.3407414311511245,"score_spread":0.296092841230175,"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."}}