{"id":"W1550567025","doi":"10.1155/2012/197319","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Hemodynamics; Cardiology; Compromise; Internal medicine","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":[0.0004012735,0.0004594894,0.0004518662,0.000285152,0.0002620963,0.0006705617,0.0006852059,0.0009611484,0.0008439143],"category_scores_gemma":[0.001968785,0.0001985053,0.0003533264,0.0002893989,0.000423207,0.0003606213,0.0003431992,0.0005128212,0.0001996948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589416,"about_ca_system_score_gemma":0.0009864504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921377,"about_ca_topic_score_gemma":0.008269032,"domain_scores_codex":[0.9998605,0.00004924013,0.000008215866,0.00002554956,0.00003700186,0.0000194458],"domain_scores_gemma":[0.9992805,0.0004722087,0.00006552196,0.00003441738,0.0001152976,0.00003200008],"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":[0.00002812559,0.00002813267,0.001621217,0.00001659105,0.00000559281,0.00003436981,0.00001869567,0.9951858,0.0005632532,0.0005241315,0.0001451235,0.001828977],"study_design_scores_gemma":[0.000007672038,0.00002899003,0.0008401809,0.000004464067,0.000005684501,0.00001408674,0.000006504385,0.9982861,0.0002415726,0.0004227577,0.0001370063,0.00000509009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293996,0.00077045,0.1536985,0.0006816617,0.0001248033,0.0002362162,0.001453669,0.0005476963,0.01308742],"genre_scores_gemma":[0.9892804,0.0003157778,0.008274066,0.00004604702,0.00002276319,0.0001642097,0.0003657052,0.00002833349,0.001502624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921377,"threshold_uncertainty_score":0.03820384,"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."}}