{"id":"W4285532663","doi":"10.5281/zenodo.6841232","title":"Antibody Characterization Report for TDP-43","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Characterization (materials science); Chemistry; Medicine; Materials science; Nanotechnology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001439986,0.002123225,0.000950639,0.00266315,0.001376904,0.0009930804,0.001558299,0.0009671855,0.02151351],"category_scores_gemma":[0.002589595,0.0009338208,0.001099284,0.001699184,0.0003097556,0.000930915,0.0006362922,0.0020204,0.01974439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006682386,"about_ca_system_score_gemma":0.001262987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762483,"about_ca_topic_score_gemma":0.002426483,"domain_scores_codex":[0.9985083,0.0001791846,0.0002672166,0.0004021279,0.0004091353,0.0002339952],"domain_scores_gemma":[0.9976581,0.0005340009,0.0001860642,0.0004403101,0.000997332,0.0001842278],"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":[0.0001781681,0.0001361215,0.0003103074,0.0005422974,0.00004985483,0.0002923588,0.00009635142,0.000114689,0.9797662,0.0008061003,0.006514075,0.01119356],"study_design_scores_gemma":[0.0001003177,0.0006866759,0.005635147,0.0001741508,0.0002464933,0.004890191,0.0001073863,0.001339948,0.638587,0.0007557527,0.3474068,0.00007021415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2102057,0.02846754,0.6408548,0.002854808,0.003383824,0.005797726,0.05673345,0.0049466,0.04675553],"genre_scores_gemma":[0.1694764,0.03734155,0.3292525,0.002786965,0.001220522,0.008442146,0.3788032,0.002271836,0.07040505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02151351,"threshold_uncertainty_score":0.07196993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121151492328749,"score_gpt":0.3131312584142966,"score_spread":0.2619197434910091,"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."}}