{"id":"W7105127114","doi":"10.71781/30491","title":"Effects of inhaled therapies on pulmonary hypertension and right ventricular function in cardiac surgery","year":2022,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventricular function; Pulmonary hypertension; Cardiac surgery; Respiratory disease; Cardiothoracic surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000948362,0.0002343444,0.0006928295,0.0003676442,0.0004443029,0.000664611,0.0003149027,0.000798873,0.003171466],"category_scores_gemma":[0.004366321,0.00008362744,0.0005960813,0.0004677124,0.0003840445,0.0002235451,0.0002871586,0.001164953,0.0002713949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776902,"about_ca_system_score_gemma":0.003314191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05361953,"about_ca_topic_score_gemma":0.1085886,"domain_scores_codex":[0.9989925,0.0003731355,0.00006160179,0.00005294609,0.0004237653,0.00009609827],"domain_scores_gemma":[0.9961196,0.00165806,0.0008618956,0.00008564065,0.000523979,0.0007508123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0137251,0.002555558,0.5376958,0.002442092,0.001282584,0.001133869,0.0003477939,0.0006274923,0.002511312,0.0008465783,0.006617566,0.4302143],"study_design_scores_gemma":[0.0004659829,0.004768735,0.9838192,0.0004686395,0.0005051111,0.0003519242,0.000151482,0.0002375869,0.000274157,0.0001706662,0.008770987,0.00001558187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5115954,0.4535962,0.0002866741,0.008970783,0.0009098306,0.0002036646,0.001673034,0.00003662163,0.02272789],"genre_scores_gemma":[0.8839815,0.1080963,0.0005261735,0.002291423,0.001062902,0.00006910054,0.0005842367,0.000008406761,0.003380046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05361953,"threshold_uncertainty_score":0.1066149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005512559426829772,"score_gpt":0.183366630006747,"score_spread":0.1778540705799172,"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."}}