{"id":"W6930677421","doi":"10.5281/zenodo.14528461","title":"A guide to selecting high-performing antibodies for DYRK1A (UniProt ID: Q13627) for use in western blot and immunoprecipitation","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Immunoprecipitation; Gene knockdown; Western blot; Antibody; DYRK1A; Autism; Cell culture","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":[0.005318672,0.004909954,0.004151391,0.009097843,0.003336197,0.003056716,0.005345306,0.002704865,0.1406694],"category_scores_gemma":[0.009415253,0.005801658,0.002349274,0.004695497,0.001179312,0.002138015,0.002277661,0.004717886,0.178475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008093363,"about_ca_system_score_gemma":0.00237002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783751,"about_ca_topic_score_gemma":0.007159761,"domain_scores_codex":[0.9957652,0.001061937,0.0007420239,0.0006842758,0.001272718,0.0004738157],"domain_scores_gemma":[0.9933101,0.00235896,0.0003919052,0.001523311,0.001784108,0.0006316431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001352457,0.0005684076,0.001427994,0.002856635,0.0002371824,0.001308383,0.000265185,0.0006634713,0.4244532,0.002917949,0.4835637,0.08038544],"study_design_scores_gemma":[0.000467901,0.0006090687,0.006235293,0.0005301651,0.0002024335,0.005243212,0.0001347658,0.001660115,0.09425024,0.003587877,0.886826,0.0002528419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01353773,0.01520599,0.6403919,0.005701833,0.002645918,0.0125928,0.1910724,0.06183045,0.05702094],"genre_scores_gemma":[0.008536703,0.01115101,0.6651769,0.002564529,0.0007684802,0.01811869,0.2326985,0.0154894,0.04549575],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1406694,"threshold_uncertainty_score":0.4705859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403423550117108,"score_gpt":0.3021643695278843,"score_spread":0.2618220145161735,"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."}}