{"id":"W2080762854","doi":"10.1002/jmri.22724","title":"Using hyperpolarized <sup>3</sup>He MRI to evaluate treatment efficacy in cystic fibrosis patients","year":2011,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Research Institute","funders":"","keywords":"Medicine; Spirometry; Ventilation (architecture); Cystic fibrosis; Nuclear medicine; Hypertonic saline; Magnetic resonance imaging; Lung; Radiology; Lung volumes; Anesthesia; Internal medicine; Asthma","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":[0.0007506147,0.0002788789,0.0005524539,0.0003051216,0.0002043342,0.0002945196,0.0001725263,0.0008071039,0.0005729484],"category_scores_gemma":[0.001264319,0.000121582,0.0001509011,0.0001458587,0.0003652627,0.0003580251,0.0001210427,0.0003397796,0.0001471896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247406,"about_ca_system_score_gemma":0.0001446952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004753493,"about_ca_topic_score_gemma":0.000813601,"domain_scores_codex":[0.9997379,0.0001279917,0.00002092552,0.00005010828,0.00003894496,0.00002403885],"domain_scores_gemma":[0.9993916,0.0002076213,0.0002047074,0.00003038968,0.00007244515,0.00009329479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01522247,0.001163135,0.7953546,0.0002534689,0.000316483,0.0008325301,0.000380001,0.0009333129,0.1221332,0.00004203833,0.0004439642,0.06292489],"study_design_scores_gemma":[0.0003056529,0.008023289,0.9659817,0.00002651344,0.000231825,0.001617447,0.000167933,0.001545689,0.02140966,0.00005519039,0.0006100427,0.00002500074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985208,0.0007785825,0.0002148992,0.00007103608,0.000004013016,0.00001695322,0.00003169637,0.00001184114,0.0003501183],"genre_scores_gemma":[0.9991176,0.0001651104,0.0004726284,0.00006332499,0.00001187536,0.00001868242,0.00006507683,0.000002669837,0.00008300687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008071039,"threshold_uncertainty_score":0.003969669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03451645575587996,"score_gpt":0.3031565555532457,"score_spread":0.2686400997973657,"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."}}