{"id":"W2460827240","doi":"10.1152/japplphysiol.00422.2016","title":"A methodological approach for quantifying and characterizing the stability of agitated saline contrast: implications for quantifying intrapulmonary shunt","year":2016,"lang":"en","type":"article","venue":"Journal of Applied Physiology","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Saline; Contrast (vision); Chemistry; Bolus (digestion); Biomedical engineering; Medicine; Internal medicine; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001487202,0.0001334237,0.0007192508,0.00008219467,0.0001324791,0.000008017335,0.0001385702,0.0001188787,0.000005132158],"category_scores_gemma":[0.000501722,0.00007013185,0.0003819655,0.0001255707,0.0002332923,0.00004717524,0.00004521894,0.0001728951,2.26363e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003150405,"about_ca_system_score_gemma":0.00007534553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001983455,"about_ca_topic_score_gemma":3.409678e-7,"domain_scores_codex":[0.9987015,0.0001105439,0.0006587827,0.0002337004,0.00008505115,0.0002103845],"domain_scores_gemma":[0.9963714,0.002349322,0.0004857287,0.0003078159,0.0004036463,0.00008201792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002036192,0.0001740701,0.000538226,0.0001335762,0.0004479196,1.645855e-7,0.0001362894,0.0000129317,0.9758143,0.01141627,0.00004212763,0.009247977],"study_design_scores_gemma":[0.009723932,0.001045583,0.8508152,0.0001963898,0.00162594,0.0005212719,0.00101354,0.001551879,0.1012114,0.03036876,0.001571838,0.0003542292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6639338,0.0003173562,0.3325736,0.002156742,0.0000476155,0.0008365081,0.00005068207,0.00001296067,0.00007071331],"genre_scores_gemma":[0.971868,0.0001286267,0.02745363,0.0002040097,0.0001649692,0.0001369142,0.0000270969,0.00001554712,0.000001180804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8746028,"threshold_uncertainty_score":0.2859894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2501408930572512,"score_gpt":0.3784642449148712,"score_spread":0.12832335185762,"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."}}