{"id":"W4383499400","doi":"10.1093/bjd/ljad174.020","title":"O20 Advanced melanoma is associated with distinct circulating B-cell profiles enriched with immunoregulatory and autoreactive features","year":2023,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Immunology; Antibody; B cell; Isotype; Melanoma; Autoantibody; Immune system; Population; Biology; Medicine; Cancer research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001176237,0.0002603127,0.0002432157,0.0006601029,0.0001602743,0.0002825085,0.00008657169,0.0002432081,0.002713526],"category_scores_gemma":[0.0002397769,0.0001319214,0.000108431,0.0002402023,0.0001506498,0.0001308463,0.0001999561,0.0002247384,0.0004021644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470054,"about_ca_system_score_gemma":0.00004949273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004514206,"about_ca_topic_score_gemma":0.0003941172,"domain_scores_codex":[0.9999151,0.00001078578,0.000007547736,0.00002831709,0.0000156511,0.00002264553],"domain_scores_gemma":[0.9997626,0.00002811855,0.00008860318,0.00001544238,0.00002154133,0.00008373906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001765551,0.0001665382,0.3970352,0.0000591065,0.00004540782,0.002271926,0.0002514496,0.00006878938,0.5913121,0.00009308873,0.0001429064,0.006787948],"study_design_scores_gemma":[0.00002738172,0.0007701584,0.9811705,0.000007669349,0.00002513815,0.007590068,0.0001388144,0.0002649301,0.00925733,0.00008108365,0.0006619304,0.000005119013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994448,0.000140955,0.0000931138,0.000005570091,0.000001730184,0.000003659472,0.00003979871,0.000006309651,0.0002640385],"genre_scores_gemma":[0.9994853,0.00004905215,0.0001206642,0.000009622175,0.000006791884,0.00000331123,0.00009608599,0.00000304366,0.0002261343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002713526,"threshold_uncertainty_score":0.009077668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009355883340755076,"score_gpt":0.254630042186687,"score_spread":0.2452741588459319,"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."}}