{"id":"W2175995520","doi":"10.1183/13993003.00364-2015","title":"Incident and prevalent cohorts with pulmonary arterial hypertension: insight from SERAPHIN","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"Actelion Pharmaceuticals","keywords":"Medicine; Internal medicine; Placebo; Proportional hazards model; Cohort; Pathology","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":[0.008625104,0.0004182252,0.001282921,0.0004771181,0.0002657185,0.001271184,0.0005716904,0.0007448011,0.00254968],"category_scores_gemma":[0.01473341,0.0003585739,0.001265361,0.0007509158,0.0004122041,0.0009131391,0.001113636,0.001588192,0.0002632396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921308,"about_ca_system_score_gemma":0.001161673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323584,"about_ca_topic_score_gemma":0.00926892,"domain_scores_codex":[0.9963853,0.002112433,0.0002554507,0.0004531075,0.0005553358,0.0002382995],"domain_scores_gemma":[0.9882792,0.007842341,0.001768308,0.0008363074,0.0006582645,0.0006155844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07303619,0.001036882,0.5919888,0.004929623,0.007534418,0.0007690362,0.002247699,0.000696035,0.003643884,0.002910617,0.009869114,0.3013378],"study_design_scores_gemma":[0.009891454,0.005321071,0.9554036,0.00143488,0.004475369,0.0008684339,0.0008848965,0.001345995,0.0003015782,0.003924489,0.01605263,0.00009555866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8541676,0.1178381,0.003362665,0.009579519,0.0005212115,0.0005376342,0.004940531,0.00003524698,0.009017407],"genre_scores_gemma":[0.961954,0.02490743,0.002614317,0.004960915,0.0009649312,0.0005443695,0.002823531,0.00002358251,0.001206974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008625104,"threshold_uncertainty_score":0.04561448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05630015628715015,"score_gpt":0.2698789471311738,"score_spread":0.2135787908440236,"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."}}