{"id":"W2089478849","doi":"10.1164/rccm.201408-1526le","title":"Proper Reading of Pulmonary Artery Vascular Pressure Tracings","year":2014,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pulmonary artery; Cardiology; Reading (process); Internal medicine; Linguistics","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":[0.0008126858,0.0003647502,0.001775861,0.0003668655,0.00006711544,0.0000109142,0.0001856989,0.0003252785,0.00006252425],"category_scores_gemma":[0.0006124165,0.0002434508,0.0002826017,0.0001940877,0.00165534,0.00007549281,0.00002358733,0.002256305,0.000001261959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004694303,"about_ca_system_score_gemma":0.0001988189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699824,"about_ca_topic_score_gemma":8.124157e-8,"domain_scores_codex":[0.9969684,0.0003853182,0.0009616133,0.0003310498,0.000980325,0.0003732532],"domain_scores_gemma":[0.9973593,0.0005186631,0.0004705053,0.0004128483,0.0009012551,0.0003373803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002617704,0.0004286313,0.02916046,0.02596153,0.003562934,0.02549449,0.007640617,0.000007235965,0.02276652,0.0003896423,0.1952953,0.686675],"study_design_scores_gemma":[0.001187638,0.009147921,0.001110316,0.005821032,0.001982021,0.002315577,0.001693453,0.00001709012,0.0003140207,0.00005371477,0.9760552,0.0003020045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2623347,0.08972558,0.003138177,0.6337366,0.002825018,0.00102174,0.00004699523,0.0001063923,0.007064806],"genre_scores_gemma":[0.8244613,0.0002553671,0.0002273637,0.1654856,0.009351845,0.000005623212,0.000009098364,0.00007257293,0.0001312578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7807599,"threshold_uncertainty_score":0.9927635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732987938274468,"score_gpt":0.2945987699057558,"score_spread":0.2772688905230112,"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."}}