{"id":"W4307221770","doi":"10.5281/zenodo.7249802","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":2,"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; Immunology; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009271298,0.00009497452,0.000175473,0.0001536964,0.002547562,0.00008499857,0.0002480944,0.00003058536,0.00635316],"category_scores_gemma":[0.001207938,0.00009630817,0.00005767721,0.0003122207,0.0001341567,0.00006887112,0.0005995873,0.000255753,0.0005053699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008520986,"about_ca_system_score_gemma":0.000006298439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002893192,"about_ca_topic_score_gemma":1.445134e-8,"domain_scores_codex":[0.9986487,0.000176993,0.0002426583,0.000338102,0.0003315643,0.0002619957],"domain_scores_gemma":[0.9990509,0.00002421667,0.0001098303,0.0003190161,0.00036985,0.0001261886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006543957,0.0008523953,0.000594105,0.0003861155,0.0002597456,0.0009067781,0.003877276,0.00001386594,0.7227088,0.002391782,0.1555135,0.1118413],"study_design_scores_gemma":[0.0007331176,0.0004129631,0.004427826,0.00001539119,0.00003977906,0.001798377,0.0002766113,0.0002830369,0.0002230771,0.0000461919,0.9916481,0.00009550989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2986244,0.0004200516,0.4037623,0.03884699,0.001837331,0.004402761,0.001736934,0.004149844,0.2462194],"genre_scores_gemma":[0.7549298,0.0001563972,0.001344828,0.003567418,0.0009006343,0.000001273188,0.2126189,0.002321903,0.0241588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8361346,"threshold_uncertainty_score":0.998751,"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."}}