{"id":"W1564841725","doi":"","title":"Abstract P247: The CHANGE Study: Comprehensive Primary Pulmonary Hypertension Assessment & Nutritional manaGEment","year":2015,"lang":"en","type":"article","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cambridge Cardiac Care Centre","funders":"","keywords":"Medicine; Weight loss; Pulmonary hypertension; Body mass index; Dash; Obesity; Internal medicine; Population; Cardiology; Blood pressure; Physical therapy; Surgery","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":[0.001342667,0.0006935617,0.001074455,0.0004289557,0.000857702,0.0008594602,0.0006563948,0.001203688,0.002846862],"category_scores_gemma":[0.001282348,0.0004912391,0.0009002558,0.0007960689,0.0004175782,0.0006795106,0.0008876683,0.001519467,0.001502665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512634,"about_ca_system_score_gemma":0.0008507903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877284,"about_ca_topic_score_gemma":0.007332202,"domain_scores_codex":[0.9990337,0.0004005329,0.00007910697,0.0001589082,0.0002280912,0.00009970689],"domain_scores_gemma":[0.9991405,0.00009809549,0.0001401803,0.00008739399,0.0001659223,0.0003678463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08606184,0.02250469,0.8058648,0.001222498,0.002601835,0.0007941789,0.000911828,0.0003528243,0.008197625,0.000376358,0.02249489,0.04861671],"study_design_scores_gemma":[0.02481091,0.02054571,0.9446377,0.000129253,0.0009599861,0.0004482558,0.0003833172,0.000447095,0.0005231448,0.0001550039,0.00690793,0.00005184179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789756,0.001184085,0.0006355669,0.001165445,0.0001989678,0.003766621,0.01009285,0.00004740783,0.003933416],"genre_scores_gemma":[0.9662948,0.0008538974,0.00230758,0.002192643,0.0005624067,0.006120426,0.01640183,0.00003734258,0.005229109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005877284,"threshold_uncertainty_score":0.01168615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583611482437318,"score_gpt":0.356628800908401,"score_spread":0.1982676526646692,"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."}}