{"id":"W4245052514","doi":"10.1002/jmri.26774","title":"Rapid single‐breath hyperpolarized noble gas MRI‐based biomarkers of airspace enlargement","year":2019,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Robarts Clinical Trials; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Library science; University hospital; Medicine; Family medicine; Computer science","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":[0.0005202732,0.0004264605,0.0004363481,0.0004015076,0.0002291724,0.0007270988,0.0004401355,0.001127579,0.001229784],"category_scores_gemma":[0.0007518131,0.0003169448,0.0001388358,0.0002094503,0.0004125802,0.0009423071,0.0003720983,0.0008110525,0.0004336205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001731943,"about_ca_system_score_gemma":0.0002941495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005548045,"about_ca_topic_score_gemma":0.001122695,"domain_scores_codex":[0.9998704,0.00004012273,0.000004855737,0.00003425434,0.00002691396,0.00002337737],"domain_scores_gemma":[0.9998265,0.00007035529,0.00002893467,0.00001830471,0.00003122488,0.00002472333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002202629,0.0001150075,0.01015937,0.000319245,0.0000848378,0.0006200518,0.0001560802,0.000591629,0.9472017,0.0007228171,0.001134037,0.03669263],"study_design_scores_gemma":[0.0002238661,0.002553249,0.05574096,0.0001395253,0.0003245517,0.006452153,0.0005383018,0.01973959,0.9045164,0.001248968,0.008426316,0.00009621457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928183,0.01883977,0.04466361,0.0007862457,0.0002818803,0.0002926419,0.0006618709,0.0005044814,0.005786487],"genre_scores_gemma":[0.9817794,0.002677079,0.01230271,0.0002600371,0.00006602401,0.00009157038,0.0003261981,0.00006371583,0.002433303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229784,"threshold_uncertainty_score":0.004114091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00991371692077574,"score_gpt":0.2445632558922463,"score_spread":0.2346495389714705,"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."}}