{"id":"W4386305323","doi":"10.4155/bio-2023-0103","title":"Ultrasensitive Digital Immunoassays for SOD1 Conformation in Amyotrophic Lateral Sclerosis","year":2023,"lang":"en","type":"article","venue":"Bioanalysis","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Amyotrophic lateral sclerosis; SOD1; Cerebrospinal fluid; Biomarker; Medicine; Chemistry; Pathology; Biochemistry; Disease","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":[0.001761624,0.0008465411,0.0002720021,0.001376757,0.0002555799,0.0008179402,0.0006632832,0.00108816,0.001626406],"category_scores_gemma":[0.002327975,0.0003415639,0.0002317408,0.0005678618,0.0005822509,0.0004701743,0.0004676273,0.001213753,0.0007666243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916249,"about_ca_system_score_gemma":0.0002570091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002289622,"about_ca_topic_score_gemma":0.0004717804,"domain_scores_codex":[0.9984395,0.0004710758,0.0001010307,0.0004037637,0.0004886971,0.00009592726],"domain_scores_gemma":[0.9989454,0.000427406,0.0002529476,0.00009501017,0.000198527,0.00008074306],"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":[0.0005176482,0.0002373301,0.01119685,0.000349427,0.00005130607,0.0001197551,0.0001655031,0.0004252905,0.9386603,0.0007573346,0.000896226,0.04662307],"study_design_scores_gemma":[0.00009222208,0.001264954,0.0352425,0.0001464366,0.0001322501,0.002752811,0.0002495347,0.007452933,0.940699,0.001792134,0.01010545,0.00006980899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7135139,0.04104251,0.2273173,0.001501899,0.001201416,0.0005001872,0.001873876,0.001729181,0.01131974],"genre_scores_gemma":[0.8118846,0.007213988,0.1626281,0.001745967,0.0002801502,0.0006469936,0.001192486,0.00006052067,0.01434706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001761624,"threshold_uncertainty_score":0.009316504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249682941917926,"score_gpt":0.3070100305853333,"score_spread":0.254513201166154,"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."}}