{"id":"W4362608891","doi":"10.1002/pul2.12224","title":"Failure to tolerate continuous subcutaneous treprostinil in pediatric pulmonary hypertension patients","year":2023,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Treprostinil; Medicine; Prostacyclin; Pulmonary hypertension; Anesthesia; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002554693,0.0003272236,0.0005103959,0.001765428,0.0001654455,0.00003288253,0.000127222,0.000196165,0.00007511512],"category_scores_gemma":[0.0003012935,0.0002979618,0.0001429697,0.003790723,0.00002897409,0.0002202972,0.0001248459,0.0002822609,0.001422547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902092,"about_ca_system_score_gemma":0.0001130431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057444,"about_ca_topic_score_gemma":0.00001213723,"domain_scores_codex":[0.9969406,0.0001154303,0.0005495201,0.0008214632,0.0008145996,0.000758417],"domain_scores_gemma":[0.9984444,0.0001420411,0.00009518141,0.0005134831,0.0003252962,0.0004796413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007651063,0.001192938,0.9375677,0.00008875307,0.00002157423,0.02398919,0.00004411624,0.0003202363,0.007180476,0.000005400179,0.0007668982,0.02805764],"study_design_scores_gemma":[0.001159885,0.0003476596,0.9864393,0.00008170006,0.00006254559,0.00113207,0.00005612632,0.009130343,0.00006582113,0.0001371223,0.001104388,0.0002830557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942076,0.0001800765,0.000006356394,0.001873885,0.0002172703,0.001576088,0.00003641198,0.0003058127,0.001596486],"genre_scores_gemma":[0.9965634,0.0001414538,0.0001408133,0.0004385871,0.0001993805,0.0001445273,0.001261502,0.00006922513,0.001041071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04887161,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178528348990885,"score_gpt":0.25903667772651,"score_spread":0.2372513942366012,"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."}}