{"id":"W2901458536","doi":"10.1007/s12026-018-9037-0","title":"Antibody-initiated beneficial and harmful immune responses","year":2018,"lang":"en","type":"review","venue":"Immunologic Research","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Immune system; Immunology; Antigen; Antibody; Vaccination; Antibody-dependent cell-mediated cytotoxicity; Medicine; Biology; Monoclonal antibody","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.006340994,0.001158458,0.003316761,0.002075855,0.001913347,0.000295164,0.002104114,0.002759103,0.002399545],"category_scores_gemma":[0.002895612,0.0008812615,0.0008213462,0.001567765,0.004438934,0.000266248,0.001573188,0.004098343,0.007596281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002715875,"about_ca_system_score_gemma":0.001221644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002801405,"about_ca_topic_score_gemma":0.000003431456,"domain_scores_codex":[0.9841076,0.0101121,0.001774141,0.001508872,0.0002755208,0.002221807],"domain_scores_gemma":[0.9913706,0.005313199,0.0005911086,0.001941498,0.0007272129,0.00005641357],"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":[0.002537813,0.0004162322,0.000007803286,0.002826905,0.002496272,0.0001298386,0.000414941,1.591706e-8,0.02131561,0.0004877384,0.001485288,0.9678816],"study_design_scores_gemma":[0.001121338,0.001715366,0.0001811144,0.006035951,0.0002592013,0.001074181,0.0002817614,1.609115e-7,0.001286621,0.0001842225,0.9869586,0.0009015246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002216847,0.9916245,0.000006950172,0.00008984519,0.001593115,0.00187445,0.0002292596,0.0003125797,0.002052496],"genre_scores_gemma":[0.0007383813,0.9799869,0.00003508155,0.00002758523,0.0001622429,0.0003636385,0.001192351,0.0001773991,0.01731644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9854733,"threshold_uncertainty_score":0.999386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2338451154365551,"score_gpt":0.4708004994953781,"score_spread":0.236955384058823,"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."}}