{"id":"W3134173195","doi":"10.2147/copd.s283832","title":"Polyvalent Immunoglobulin as a Potential Treatment Option for Patients with Recurrent COPD Exacerbations","year":2021,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; COPD; Exacerbation; Immunology; Antibody; Inflammation; Systemic inflammation; Immune system; Immunoglobulin E; Immunoglobulin G; Disease; Internal medicine","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":[0.0003638908,0.0003676856,0.001203443,0.0004160644,0.0003270296,0.00004342712,0.0004368243,0.0002996659,0.000512311],"category_scores_gemma":[0.0004279652,0.0002435718,0.0007634956,0.0001676297,0.00003728389,0.0001642413,0.00006873278,0.0005272737,0.000101177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178449,"about_ca_system_score_gemma":0.008186297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002727554,"about_ca_topic_score_gemma":0.000003844969,"domain_scores_codex":[0.9959092,0.0006133385,0.001886892,0.0002738498,0.0009214675,0.0003952988],"domain_scores_gemma":[0.9937521,0.0006060956,0.002467262,0.0002130547,0.002576585,0.0003848864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006155411,0.001237311,0.0004865859,0.002597813,0.001177664,0.00007798256,0.00009917642,0.00001250753,6.193306e-8,0.0002492832,0.01309949,0.9803466],"study_design_scores_gemma":[0.003225589,0.001052564,0.0003296171,0.01031974,0.001132766,0.00002991896,0.00009729515,0.000002855906,6.011035e-8,0.00003200905,0.9835681,0.0002095266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007888182,0.9902247,0.0006204442,0.0002805629,0.004948302,0.00181796,0.001132714,0.00001695932,0.0001695105],"genre_scores_gemma":[0.0002812917,0.9934653,0.0004282856,0.0003231292,0.003468007,0.0003477907,0.0008747071,0.00005167125,0.0007597852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9801371,"threshold_uncertainty_score":0.9974363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06350352052307545,"score_gpt":0.4655987545016977,"score_spread":0.4020952339786223,"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."}}