{"id":"W6912985565","doi":"10.5281/zenodo.6841231","title":"Antibody Characterization Report for TDP-43","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunoprecipitation; Genomics; Amyotrophic lateral sclerosis; General partnership; Preprint","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":[0.001939291,0.002090224,0.001320386,0.002947983,0.002016721,0.001386587,0.001672666,0.001346308,0.03610085],"category_scores_gemma":[0.003788231,0.001153441,0.001185615,0.001836567,0.0004516945,0.0009420853,0.001171832,0.002958131,0.04946684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007816487,"about_ca_system_score_gemma":0.001815822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351031,"about_ca_topic_score_gemma":0.003536978,"domain_scores_codex":[0.9980202,0.0002322423,0.0002680296,0.0005081279,0.0006313109,0.0003401492],"domain_scores_gemma":[0.9966696,0.0004787304,0.0001470994,0.0007014512,0.001654283,0.0003487921],"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":[0.0003103605,0.000179996,0.0004826766,0.0009560519,0.00009517319,0.0004647233,0.0002599773,0.0001949803,0.9433076,0.00165759,0.0286305,0.02346042],"study_design_scores_gemma":[0.0001215164,0.00035746,0.003759285,0.0002052871,0.0002179138,0.003022257,0.0001161034,0.001081856,0.3788185,0.0009116934,0.6113025,0.00008555273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1338236,0.02586626,0.6458513,0.004446645,0.006919961,0.009368857,0.08892293,0.007078671,0.0777218],"genre_scores_gemma":[0.121187,0.02550041,0.3191994,0.003016293,0.001640587,0.01076136,0.3776734,0.003938858,0.1370828],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03610085,"threshold_uncertainty_score":0.1207693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04517378408687265,"score_gpt":0.2984511141956662,"score_spread":0.2532773301087935,"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."}}