{"id":"W3086855572","doi":"10.1139/cjpp-2019-0640","title":"Single-center prognostic validation of the risk assessment of the 2015 ESC/ERS guidelines in patients with pulmonary arterial hypertension in Japan","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; European Society of Cardiology; European Respiratory Society","keywords":"Medicine; Cardiology; Internal medicine; Pulmonary hypertension; Risk assessment; Center (category theory); Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042668,0.0004397228,0.0005500847,0.0008906323,0.0005312901,0.0007603655,0.0003840086,0.0004112555,0.0004509369],"category_scores_gemma":[0.008130036,0.000205105,0.0005201746,0.0007519026,0.0003410381,0.0006116562,0.0008372591,0.0003651718,0.0001851768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004311173,"about_ca_system_score_gemma":0.0007984886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005088754,"about_ca_topic_score_gemma":0.009977092,"domain_scores_codex":[0.9978672,0.0008820245,0.0004496759,0.0003355222,0.0002790022,0.0001865533],"domain_scores_gemma":[0.9936932,0.0008464526,0.001895459,0.000801542,0.002193704,0.0005695977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194148,0.00003441541,0.9972536,0.000007481541,0.00005081061,0.00003174151,0.00007759406,0.00006366341,0.0001207165,0.000007902842,0.0001231233,0.002109554],"study_design_scores_gemma":[0.00002937109,0.0001238378,0.9981492,0.000008191149,0.00009016811,0.0001397823,0.0002082252,0.0008581345,0.0001561843,0.0000227962,0.0002060541,0.000008058315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988999,0.0001335392,0.0004093114,0.00004553503,0.00001755122,0.00003521978,0.0001924062,0.000004718173,0.0002618037],"genre_scores_gemma":[0.9987268,0.00004776849,0.0005970307,0.00003121246,0.00002289667,0.00003710838,0.0004747855,0.000002908982,0.00005940078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005088754,"threshold_uncertainty_score":0.02256525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369768043809768,"score_gpt":0.3007021387145166,"score_spread":0.2670044582764189,"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."}}