{"id":"W2811252956","doi":"10.1016/j.hfc.2018.03.010","title":"The Right Heart International Network (RIGHT-NET)","year":2018,"lang":"en","type":"article","venue":"Heart Failure Clinics","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Pulmonary hypertension; Right heart; Right heart failure; Heart failure; Athletes; Elite athletes; Doppler echocardiography; Physical therapy; Blood pressure","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004545015,0.0001608431,0.0002732519,0.00004544565,0.0005152056,0.000058856,0.0001791776,0.0001335065,0.001286064],"category_scores_gemma":[0.0003034729,0.00009280303,0.000187067,0.0002002666,0.0003100335,0.00007835442,0.0001168098,0.0003662535,0.002737929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004588563,"about_ca_system_score_gemma":0.000189399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001442313,"about_ca_topic_score_gemma":0.0001119468,"domain_scores_codex":[0.9981701,0.0001018928,0.0003550965,0.0003279216,0.0005300916,0.0005148448],"domain_scores_gemma":[0.9982246,0.0004641788,0.00005269917,0.0005558987,0.0003694817,0.0003331966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003266973,0.0002354807,0.07341787,0.000004893421,0.0001693349,0.0002919451,0.000008175487,8.312009e-7,0.00009655893,0.0007131294,0.9239814,0.0007536763],"study_design_scores_gemma":[0.0009953452,0.0005644179,0.02913806,0.00005672662,0.00003402133,0.0004676906,0.00002220606,0.0006848759,0.0001707466,0.001222824,0.9665516,0.00009149328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.417754,0.002797946,0.0001076626,0.5428959,0.006674377,0.001950067,0.00005057937,0.0004248767,0.02734464],"genre_scores_gemma":[0.9433695,0.0004451126,0.01012196,0.01830014,0.006193403,0.00005794332,0.0001203868,0.00005930844,0.02133222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5256156,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210999110019135,"score_gpt":0.3400178747707784,"score_spread":0.317907883670587,"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."}}