{"id":"W4402488558","doi":"10.1002/pul2.12436","title":"Sex‐related differences in pulmonary vascular volume distribution","year":2024,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Toronto Metropolitan University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Toronto; McGill University Health Centre; McGill University; University of Ottawa; Dalhousie University; Fonds de Recherche du Québec - Santé; Pfizer Canada; Michael Smith Health Research BC; GlaxoSmithKline; Reseau canadien de recherche respiratoire; AstraZeneca Canada; Pfizer; Johns Hopkins University; Queen's University; Canada Research Chairs; AstraZeneca","keywords":"Medicine; Pulmonary vessels; Airway; Lung volumes; Lung; Blood volume; Volume (thermodynamics); Pulmonary vasculature; Nuclear medicine; Cardiology; Internal medicine; Surgery","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":[0.0003019538,0.0002380341,0.0003545756,0.0005866103,0.0001067602,0.0000543201,0.00008427955,0.0001960302,0.000365412],"category_scores_gemma":[0.00006458024,0.0002027629,0.0001934382,0.001621469,0.00007728775,0.0003572203,0.00004686101,0.0003582749,0.0004504402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126127,"about_ca_system_score_gemma":0.0001351486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512324,"about_ca_topic_score_gemma":0.000001699305,"domain_scores_codex":[0.9978435,0.0001273584,0.0004058225,0.0005881825,0.0005986504,0.0004364612],"domain_scores_gemma":[0.9992723,0.00007469812,0.00003602651,0.0003243525,0.00007244547,0.0002201323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000110528,0.0008988245,0.9126134,0.0002645653,0.0001973455,0.01386274,0.00006077596,0.00006333798,0.006752875,0.0003684747,0.0001781309,0.06462903],"study_design_scores_gemma":[0.0002961748,0.00006814553,0.7987837,0.0002435563,0.00007466417,0.0008690984,0.000046088,0.1960876,0.0000443233,0.001433232,0.001893626,0.0001598133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870042,0.006701696,0.000262367,0.001328016,0.0002441343,0.0007055207,0.00005359678,0.0002700916,0.003430374],"genre_scores_gemma":[0.9950159,0.0004074732,0.00002762861,0.00004337006,0.00009747202,0.00008427058,0.00218572,0.00003341946,0.002104791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960243,"threshold_uncertainty_score":0.8268431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213203879732049,"score_gpt":0.2659758060596388,"score_spread":0.2446554180864339,"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."}}