{"id":"W2108292256","doi":"10.1161/circresaha.115.305773","title":"Addressing Complexity in Pulmonary Hypertension","year":2015,"lang":"en","type":"article","venue":"Circulation Research","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Transcription factor; Medicine; FOXO1; Cancer research; Bioinformatics; Biology; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384006,0.0001075642,0.000246964,0.0006352216,0.0001422481,0.00003995333,0.00009739673,0.0001085084,0.000168714],"category_scores_gemma":[0.0008037942,0.00009062428,0.00005234308,0.0009428834,0.0002223444,0.000190633,0.0001135364,0.0004925416,0.0004777363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311809,"about_ca_system_score_gemma":0.0003753901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005863092,"about_ca_topic_score_gemma":0.0000312082,"domain_scores_codex":[0.9971465,0.0003512698,0.0002374232,0.000369209,0.001361971,0.0005335575],"domain_scores_gemma":[0.9981084,0.0001403939,0.00002340951,0.0003935454,0.0007941839,0.0005400816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008481221,0.001640943,0.9505085,0.00008172105,0.00003303165,0.01165132,0.0001076251,0.0001709558,0.01327787,0.000222929,0.004103023,0.01735399],"study_design_scores_gemma":[0.001869896,0.0001313107,0.9483101,0.0001473618,0.000005911295,0.0006662486,0.0002937423,0.04478073,0.0001542003,0.00285246,0.0007004307,0.00008759444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783458,0.0008437272,0.00002048603,0.002602754,0.00005518344,0.0005957905,0.000003357584,0.00004972053,0.01748325],"genre_scores_gemma":[0.9987977,0.00003789984,0.0003102045,0.0001412797,0.00008618701,0.00003738122,0.0001141862,0.00002040727,0.0004547577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04460977,"threshold_uncertainty_score":0.6140493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6725618357544098,"score_gpt":0.4835780623803229,"score_spread":0.1889837733740868,"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."}}