{"id":"W1995159418","doi":"10.1016/s1473-0502(03)00111-3","title":"The Canadian apheresis registry","year":2003,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Apheresis; Therapeutic plasma exchange; Medicine; Family medicine; Agency (philosophy); Clinical trial; Test (biology); Welfare; Political science; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006006468,0.0001026335,0.00009423168,0.00006142853,0.002702537,0.0001104806,0.0003585423,0.00005490202,0.001555209],"category_scores_gemma":[0.0001420019,0.00006813512,0.00003861123,0.0003304133,0.001045432,0.00007917269,0.00001833002,0.00009480928,0.0001167542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004650069,"about_ca_system_score_gemma":0.0004119172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02688329,"about_ca_topic_score_gemma":0.3127216,"domain_scores_codex":[0.9989126,0.0001249696,0.0001564656,0.0002943809,0.00008079439,0.0004308432],"domain_scores_gemma":[0.9993621,0.0001202651,0.00003256572,0.0003242537,0.00005587693,0.0001049673],"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":[0.0001201107,0.0001428497,0.08292837,0.00006021328,0.0000841644,0.00001918887,0.001336388,0.000006892632,0.6239938,0.1824279,0.05784474,0.0510354],"study_design_scores_gemma":[0.001145212,0.00007929518,0.1018975,0.00006816679,0.00003992889,0.00008931709,0.003176944,0.000007180228,0.06190089,0.001430265,0.8297511,0.0004141837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290001,0.004030413,0.0000323604,0.001257661,0.0006199307,0.0003173598,0.00002180406,0.0000489875,0.06467133],"genre_scores_gemma":[0.9964706,0.0002121713,0.00003043987,0.0001460645,0.000005393632,0.00001372808,0.000001351915,0.000004912178,0.003115314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7719063,"threshold_uncertainty_score":0.9993575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401057295029833,"score_gpt":0.2425369344496715,"score_spread":0.2285263614993731,"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."}}