{"id":"W2291379829","doi":"10.1155/2012/675743","title":"Hyperpolarized <sup>3</sup>He Functional Magnetic Resonance Imaging of Bronchoscopic Airway Bypass in Chronic Obstructive Pulmonary Disease","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; COPD; Magnetic resonance imaging; Pulmonary function testing; Obstructive lung disease; Airway; Pulmonary disease; Lung; Radiology; Quality of life (healthcare); Cardiology; Internal medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004007896,0.0002238627,0.0002850564,0.0003574373,0.0002687947,0.00005422136,0.0003166962,0.00004997054,0.001912945],"category_scores_gemma":[0.00002216637,0.000229065,0.0001481264,0.0003208603,0.0002090778,0.0005235487,0.0000521322,0.0007761003,0.00006373027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134643,"about_ca_system_score_gemma":0.00514003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005437,"about_ca_topic_score_gemma":0.0003183349,"domain_scores_codex":[0.9978327,0.0002116925,0.0004338246,0.0002452191,0.0003585877,0.000917949],"domain_scores_gemma":[0.9981588,0.00007474166,0.0001268892,0.000284968,0.0001329087,0.001221762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005901938,0.00005594535,0.9007857,0.0000146708,0.00002272893,0.00004468581,0.0002323732,0.0002589094,0.0008659996,0.002720058,0.001087133,0.09385277],"study_design_scores_gemma":[0.002077826,0.00002986178,0.9127286,0.0001604906,0.00005122715,0.00002210334,0.001141969,0.01555548,0.0003424249,0.004500681,0.06282134,0.000567987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773906,0.01603094,0.0006563814,0.0001577625,0.000256363,0.0002589209,0.0001721827,0.000008301115,0.005068538],"genre_scores_gemma":[0.9981756,0.000008349114,0.00003271367,0.000144106,0.001161643,0.0000232063,0.00001290046,0.00003622589,0.0004053165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09328478,"threshold_uncertainty_score":0.9989994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492182234190433,"score_gpt":0.2436367940118234,"score_spread":0.2287149716699191,"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."}}