{"id":"W2809243935","doi":"10.1177/2045894018782472","title":"While your PAH patients skip by, don’t forget to check their rhythm …","year":2018,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Pulmonary hypertension; Heart failure; Population; Pulmonary vein; Incidence (geometry)","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":[0.0001373322,0.0002328159,0.0002761411,0.0003063896,0.0002162353,0.00002446386,0.00009722115,0.0001193087,0.0001708885],"category_scores_gemma":[0.00008737894,0.0001866665,0.0001076238,0.000679468,0.00006067824,0.0002283115,0.00008058385,0.000130967,0.0004140756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578212,"about_ca_system_score_gemma":0.00006532555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001552,"about_ca_topic_score_gemma":0.000006028439,"domain_scores_codex":[0.9981669,0.00005583916,0.0002838199,0.0004758465,0.0005282696,0.0004892974],"domain_scores_gemma":[0.9986176,0.00003159325,0.00007027366,0.0004563595,0.0003670321,0.000457115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006866719,0.002000694,0.902304,0.0000540927,0.0001462709,0.0002936622,0.0002117637,0.000006951946,0.0182012,0.00001570929,0.01949936,0.05657966],"study_design_scores_gemma":[0.001090978,0.0006223454,0.9478198,0.00006293458,0.00003863123,0.0001541199,0.00005911625,0.002271784,0.001623587,0.0002512962,0.04579787,0.0002075351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906047,0.0002109247,0.0002147935,0.001519404,0.0002160842,0.0009838319,0.0001251467,0.0001190928,0.00600605],"genre_scores_gemma":[0.9950736,0.00002516448,0.0002309921,0.001056215,0.0003258708,0.00008004436,0.001284716,0.00004415317,0.001879236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05637212,"threshold_uncertainty_score":0.7612038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107970509750315,"score_gpt":0.2830772417923901,"score_spread":0.2519975366948869,"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."}}