{"id":"W2417238963","doi":"10.1002/jca.21443","title":"Establishing an institutional therapeutic apheresis registry","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Apheresis","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Apheresis; Therapeutic plasma exchange; Extracorporeal Photopheresis; Microsoft excel; Extracorporeal; Medical record; Patient registry; Demographics; Medical emergency; Pediatrics; Surgery; Internal medicine; Platelet; Transplantation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001850788,0.0001770241,0.0006172915,0.0000941649,0.0001653032,0.00004367005,0.000736944,0.000257288,0.006184536],"category_scores_gemma":[0.002411146,0.0001035312,0.0004942368,0.000123484,0.0003922677,0.0005748051,0.00008908017,0.0003251722,0.0002441713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004995438,"about_ca_system_score_gemma":0.0003706117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002502105,"about_ca_topic_score_gemma":0.00004021918,"domain_scores_codex":[0.9966086,0.0009114724,0.001760111,0.0002576729,0.0001603492,0.0003018008],"domain_scores_gemma":[0.9954981,0.002454364,0.001163186,0.0004425818,0.0003166943,0.0001250427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002468196,0.001685461,0.5578937,0.0000565841,0.001587351,0.0001193267,0.00007342554,0.000009456908,0.03376712,0.004752976,0.08067614,0.3169103],"study_design_scores_gemma":[0.007999846,0.001244485,0.61563,0.0008104382,0.0004313156,0.0004068336,0.0004893148,0.000002371571,0.003216172,0.006949305,0.3623302,0.0004897678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988726,0.003005358,0.001820396,0.001699966,0.002713233,0.000122862,0.00005153126,0.00004030251,0.001820343],"genre_scores_gemma":[0.996995,0.0001728727,0.0004229617,0.0003654366,0.0006134136,0.000003448928,0.000004497841,0.00001652512,0.001405875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3164205,"threshold_uncertainty_score":0.9947239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09645927861719922,"score_gpt":0.3895869778174411,"score_spread":0.2931276992002419,"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."}}