{"id":"W4396500539","doi":"10.1164/ajrccm-conference.2024.c25","title":"C25. GASLAMP QUARTER: SHEDDING LIGHT ON VASCULAR PATHOGENIC MECHANISMS IN PAH","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Atherosclerosis and Cardiovascular Diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin)","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":[0.0005522507,0.0006154273,0.000257335,0.0004275976,0.0003880247,0.001340585,0.000579441,0.001783509,0.04251744],"category_scores_gemma":[0.0006232618,0.0001433923,0.0002041681,0.0003149426,0.0005543488,0.0005591231,0.0005711624,0.001241037,0.01527119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007113131,"about_ca_system_score_gemma":0.000604254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456376,"about_ca_topic_score_gemma":0.000677102,"domain_scores_codex":[0.9997934,0.00004998629,0.000008313787,0.00003281563,0.00006204873,0.00005345748],"domain_scores_gemma":[0.9998079,0.00004082461,0.00002528062,0.0000185475,0.0000342621,0.00007324459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006104126,0.000495952,0.006088541,0.001162368,0.00007649173,0.006167803,0.0001417354,0.001641362,0.1274489,0.04393694,0.4947748,0.3119611],"study_design_scores_gemma":[0.0003547169,0.0007922855,0.01648556,0.0004201906,0.00006333332,0.004792294,0.0002223369,0.003080312,0.04473997,0.02226329,0.9067359,0.00004985247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1761461,0.1125894,0.01846493,0.1486817,0.04095612,0.0003691165,0.01129549,0.002446092,0.4890511],"genre_scores_gemma":[0.5439005,0.03656991,0.005543588,0.01989785,0.01593992,0.0003074053,0.008812881,0.0005864184,0.3684414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04251744,"threshold_uncertainty_score":0.142235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007743520243123318,"score_gpt":0.2206143775808747,"score_spread":0.2128708573377513,"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."}}