{"id":"W3203166261","doi":"10.30699/mmlj17.3.1.100","title":"An Overview on Cancer Diagnosis based on Antibody-Based Immune Techniques","year":2020,"lang":"en","type":"article","venue":"Modern Medical Laboratory Journal","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Disease; Medicine; Immune system; Cancer treatment; Cancer therapy; Antibody; Oncology; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003241624,0.0002061785,0.0002786917,0.0001314582,0.0001143741,0.00007439144,0.0002220839,0.0002213269,0.001336529],"category_scores_gemma":[0.000141676,0.0001654432,0.0001068941,0.0004288239,0.00005159868,0.00009438326,0.000007327248,0.0009686343,0.00002600339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007917591,"about_ca_system_score_gemma":0.0001241057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004688678,"about_ca_topic_score_gemma":0.000003080545,"domain_scores_codex":[0.9983341,0.0001186226,0.0003277312,0.0002005185,0.0007466521,0.0002723997],"domain_scores_gemma":[0.9989355,0.00006998041,0.00005051214,0.0001699579,0.00009150895,0.0006825369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006751457,0.001611993,0.005880998,0.001081636,0.0003182655,0.001724063,0.0002220363,0.1496262,0.1432857,0.0004903339,0.03727922,0.6578044],"study_design_scores_gemma":[0.0005010668,0.0004780269,0.0008681046,0.0005278155,0.00002966206,0.000001902357,0.000004292397,0.9110198,0.06227586,0.00006619007,0.02396844,0.0002588161],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387895,0.01738251,0.3633749,0.07015517,0.00280916,0.0009232532,0.0007500086,0.003915274,0.001900249],"genre_scores_gemma":[0.9865694,0.002174672,0.0004168315,0.009993192,0.0007562714,0.00002732901,0.000007816762,0.00005312062,0.00000138725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7613937,"threshold_uncertainty_score":0.9995764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129442061832791,"score_gpt":0.2980944332379494,"score_spread":0.2768000126196215,"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."}}