{"id":"W6940078913","doi":"10.6084/m9.figshare.28059033","title":"Additional file 1 of Unmasking culprits: novel analysis identifies complement factors as potential therapeutic targets to mitigate inflammation during children's heart surgery","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Complement (music); Inflammation; Complement system; Immune system; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00174911,0.001038723,0.0014131,0.002084432,0.001042185,0.002039587,0.001670134,0.001545357,0.8634611],"category_scores_gemma":[0.0475007,0.0005671251,0.001472412,0.002986564,0.000365903,0.002028648,0.001052292,0.001113012,0.1291135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009575238,"about_ca_system_score_gemma":0.002328663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007221884,"about_ca_topic_score_gemma":0.01250208,"domain_scores_codex":[0.9990017,0.0001693589,0.0001851821,0.0002541121,0.0002355171,0.0001540966],"domain_scores_gemma":[0.9665021,0.02680739,0.001827066,0.001240378,0.002974755,0.0006482907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007686364,0.0001186076,0.005137486,0.007325855,0.0001161159,0.0001332429,0.00007661652,0.0004803013,0.000157782,0.001085187,0.9693666,0.01523356],"study_design_scores_gemma":[0.01081311,0.0008006348,0.06765684,0.01707658,0.0007791229,0.001887425,0.0009922328,0.003071459,0.001510657,0.02377486,0.871303,0.0003340536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003040377,0.00007673733,0.0002375932,0.0002337603,0.00005018596,0.0001182037,0.9976618,0.0001350311,0.001182648],"genre_scores_gemma":[0.0276392,0.001095598,0.007428305,0.00285602,0.0005616472,0.004025779,0.9302223,0.001043936,0.02512726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634611,"threshold_uncertainty_score":0.194756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216814707498726,"score_gpt":0.2534806826880471,"score_spread":0.2313125356130599,"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."}}