{"id":"W4253298794","doi":"10.1155/2012/764545","title":"Vascular Compromise and Hemodynamics in Pulmonary Arterial Hypertension: Model Predictions","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Hemodynamics; Pulmonary artery; Cardiology; Vascular disease; Vascular resistance; Pulmonary hypertension; Internal medicine; Cardiac output; Haemodynamic response; Blood pressure; Heart rate","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":[0.000337093,0.0005295234,0.0005264179,0.0003168934,0.0003516965,0.0006661066,0.0007714513,0.001155632,0.001445862],"category_scores_gemma":[0.001751442,0.0002241555,0.0004275567,0.000309968,0.0004372171,0.0003656217,0.0003751726,0.0005276579,0.0002672878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007531809,"about_ca_system_score_gemma":0.001171617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02639105,"about_ca_topic_score_gemma":0.01174224,"domain_scores_codex":[0.999885,0.0000371217,0.00000589493,0.00002158665,0.00003073593,0.00001974203],"domain_scores_gemma":[0.9993806,0.0004046661,0.00005641418,0.00002394139,0.0001066164,0.00002770277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002194805,0.0000184394,0.001026595,0.00001942969,0.000004801615,0.00003342349,0.00001681966,0.9959181,0.0004222167,0.0008290267,0.0001999137,0.001489257],"study_design_scores_gemma":[0.000008102322,0.00001844009,0.0004843794,0.000004529944,0.000005183226,0.00001239902,0.000005793926,0.9984993,0.0001441067,0.000574287,0.0002385313,0.000005014746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6957715,0.001085632,0.2674273,0.001138049,0.0001840505,0.0003892231,0.002516178,0.001013314,0.03047483],"genre_scores_gemma":[0.9774761,0.0004662814,0.01692899,0.00007771142,0.00003221496,0.0003910431,0.0006227001,0.00005023689,0.00395471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02639105,"threshold_uncertainty_score":0.05247492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927286264251188,"score_gpt":0.2635980139041049,"score_spread":0.224325151261593,"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."}}