{"id":"W3049020943","doi":"10.1177/1091581820945985","title":"Novel Toxicology Program to Support the Development of Inhaled VentaProst","year":2020,"lang":"en","type":"article","venue":"International Journal of Toxicology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Medicine; Anesthesia; Sedation; Mechanical ventilation; Adverse effect; Ventilation (architecture); Nebulizer; Inhalation; Intensive care unit; Intensive care medicine; Pharmacology","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":[0.0002243601,0.0000900766,0.000283228,0.000145963,0.00003112008,0.000008673786,0.0003449832,0.00006346081,0.0003854076],"category_scores_gemma":[0.0004073146,0.00005659629,0.0001102542,0.000120131,0.00007711656,0.00004690021,0.0001477042,0.0002127064,0.0000466004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023246,"about_ca_system_score_gemma":0.000595598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001552057,"about_ca_topic_score_gemma":0.000006774394,"domain_scores_codex":[0.9986318,0.00003671377,0.0005422886,0.0001154736,0.000498085,0.0001756442],"domain_scores_gemma":[0.9987248,0.00009178941,0.0002267235,0.00007676034,0.0006129579,0.0002669505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007599934,0.007385881,0.02684881,0.00004780385,0.002937243,0.01207217,0.001434916,0.00004603584,0.7010528,0.0003140602,0.01275806,0.2275022],"study_design_scores_gemma":[0.01582477,0.03194897,0.2704891,0.0001880266,0.0002649573,0.02884501,0.0008149392,0.0004080059,0.2184575,0.0001274293,0.4323212,0.0003101341],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453281,0.000054966,0.0005482849,0.05263327,0.0004413225,0.0004217759,0.00001242255,0.000009005304,0.0005509016],"genre_scores_gemma":[0.9845271,0.00001334238,0.01027888,0.004768647,0.0001974499,0.00002138041,0.00001140535,0.000009002992,0.0001728263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825954,"threshold_uncertainty_score":0.4219944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07720275031411103,"score_gpt":0.3881227099864541,"score_spread":0.3109199596723431,"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."}}