{"id":"W1550204231","doi":"","title":"Scintigraphic and MR perfusion imaging in preoperative evaluation for lung volume reduction surgery: pilot study results.","year":2001,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Perfusion; Scintigraphy; Lung volume reduction surgery; Radiology; Perfusion scanning; Nuclear medicine; Pulmonary angiography; Magnetic resonance imaging; Angiography; Lung; Lung volumes; Internal medicine","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":[0.002276061,0.0001926382,0.0003180737,0.0008776852,0.000256489,0.00006798343,0.00008817471,0.00006256353,0.0001322023],"category_scores_gemma":[0.0005373214,0.0002119336,0.0000747322,0.0008231426,0.0002320979,0.0004578031,0.00007748787,0.0002667169,0.000003959326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008486616,"about_ca_system_score_gemma":0.0005667263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151563,"about_ca_topic_score_gemma":0.0002827563,"domain_scores_codex":[0.9975924,0.0006062118,0.0002584643,0.0006042056,0.0005294999,0.0004092164],"domain_scores_gemma":[0.9987294,0.0003024518,0.000103497,0.0003001405,0.000362515,0.0002019948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005881809,0.001261716,0.9359456,0.0001318272,0.00007309592,0.0002744862,0.003979515,0.0002024582,0.005188375,0.0001153541,0.003097475,0.04384834],"study_design_scores_gemma":[0.006187567,0.0004197834,0.9088835,0.0001308056,0.0001971606,0.00008258953,0.006380573,0.07693992,0.00005126045,0.0001799823,0.0003547275,0.0001921913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928788,0.000711947,0.0001003173,0.001666057,0.0001232237,0.00258317,0.00002984286,0.00005138302,0.00185527],"genre_scores_gemma":[0.9986066,0.0002175994,0.0001436822,0.00003024353,0.0001564553,0.00009119819,0.0001308424,0.00003046656,0.0005928956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07673746,"threshold_uncertainty_score":0.8642399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473287879843935,"score_gpt":0.3172738411950992,"score_spread":0.2925409623966598,"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."}}