{"id":"W1995261680","doi":"10.1159/000226674","title":"Biochemical Classification of Circulating Immune Complexes in Human Malignant Melanoma and Hematologic Neoplasms","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hematologic Neoplasms; Melanoma; Immune system; Medicine; Hematology; Cancer; Leukemia; Immunology; Pathology; Cancer research; 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":[0.0003294655,0.0001446179,0.0004927155,0.0001633936,0.0001052884,0.000004929248,0.0001567045,0.0003645281,0.0001694609],"category_scores_gemma":[0.00007337631,0.0001287835,0.0000598368,0.0001341736,0.0003366279,0.00004825769,0.00003784441,0.0002262681,0.00001674346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004657545,"about_ca_system_score_gemma":0.00005060701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007722055,"about_ca_topic_score_gemma":0.000009112225,"domain_scores_codex":[0.9985919,0.0003350429,0.0005392635,0.0002353142,0.00002183279,0.0002766496],"domain_scores_gemma":[0.999263,0.0002455246,0.0002338928,0.0002135293,0.00003377154,0.0000102073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002923686,0.0003308852,0.003267533,0.00001239872,0.00003430475,0.000009362541,0.0004500012,7.615671e-7,0.9796972,0.008905547,0.0000871161,0.00691253],"study_design_scores_gemma":[0.002302242,0.00155897,0.2805953,0.00006357157,0.0000189559,0.0005530517,0.0006657949,0.00001181013,0.7102874,0.001225056,0.002532891,0.0001849452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900618,0.007472801,0.00003918086,0.0004672399,0.0001051133,0.0001809468,0.000003785941,0.00002977345,0.001639356],"genre_scores_gemma":[0.999395,0.0001181167,0.000164032,0.00009254058,0.000006462187,0.00001109645,0.00005720935,0.000007270641,0.0001482999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773278,"threshold_uncertainty_score":0.5251638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546798317754283,"score_gpt":0.2958200281506958,"score_spread":0.270352044973153,"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."}}