{"id":"W6939857737","doi":"10.6084/m9.figshare.9961712.v2","title":"Practice Preferences: Temporal Artery Biopsy versus Doppler Ultrasound in the Work-Up of Giant Cell Arteritis","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Giant cell arteritis; Temporal artery; Doppler ultrasound; Doppler effect; Biopsy; Ultrasound","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009217897,0.00009465107,0.0002188067,0.0004831379,0.0003133263,0.0007173158,0.0003209025,0.000772931,0.002343515],"category_scores_gemma":[0.03568055,0.0001216043,0.0002308908,0.0007838017,0.0004371556,0.0009515166,0.0006313159,0.0004833528,0.0003929164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004188418,"about_ca_system_score_gemma":0.0006719294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515075,"about_ca_topic_score_gemma":0.007793114,"domain_scores_codex":[0.9941454,0.003860055,0.0005270855,0.0003315183,0.0007911393,0.0003446835],"domain_scores_gemma":[0.9783447,0.01321447,0.005131493,0.0003490877,0.001410412,0.001549924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172651,0.0002338914,0.9050179,0.0004682915,0.00009898488,0.0003896414,0.007356339,0.0001631814,0.001027898,0.0001929528,0.002010899,0.08086739],"study_design_scores_gemma":[0.0002249382,0.002377867,0.9597686,0.001035063,0.0001297167,0.002784836,0.0272892,0.001441008,0.0005462693,0.0004570165,0.003898808,0.00004664788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924763,0.001610184,0.0002300702,0.003087987,0.00003855765,0.00002777166,0.0001144783,0.000004184733,0.002410471],"genre_scores_gemma":[0.9981002,0.0005865787,0.0003416438,0.0007998855,0.00002911326,0.00001459041,0.00003420978,0.000002001483,0.000091743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009217897,"threshold_uncertainty_score":0.04874951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06053689065638074,"score_gpt":0.2378948484865653,"score_spread":0.1773579578301845,"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."}}