{"id":"W4416610106","doi":"10.5256/f1000research.144735.r178389","title":"Referee report. For: The identification of high-performing antibodies for TDP-43 for use in Western Blot, immunoprecipitation and immunofluorescence [version 1; peer review: 2 approved]","year":2023,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Genentech; Government of Canada; Ontario Genomics Institute; European Federation of Pharmaceutical Industries and Associations; Merck KGaA; Mitacs; Ontario Genomics; Genome Canada; Bayer; Motor Neurone Disease Association; Pfizer; Bristol-Myers Squibb","keywords":"Immunoprecipitation; Immunofluorescence; Identification (biology); Antibody; Indirect immunofluorescence; Monoclonal antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006575583,0.0001424951,0.0004342215,0.0002967574,0.0002465328,0.00003808651,0.0002739746,0.00009323196,0.000006487169],"category_scores_gemma":[0.01462893,0.0001063918,0.0001460259,0.00041324,0.000281789,0.0002529187,0.0001594577,0.0001724487,0.000005390117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053155,"about_ca_system_score_gemma":0.0001867948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007966995,"about_ca_topic_score_gemma":0.00008261793,"domain_scores_codex":[0.9972073,0.00009813665,0.0008932142,0.0003721605,0.001053015,0.0003761504],"domain_scores_gemma":[0.9927706,0.001794635,0.0003938008,0.0006841286,0.004311409,0.00004545343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006563639,0.0007110481,0.06160762,0.02939079,0.0005588597,0.00001923891,0.004050069,0.00007872257,0.5057675,0.0005096245,0.3390422,0.05170068],"study_design_scores_gemma":[0.004765175,0.001036228,0.7289922,0.007391692,0.0003397229,0.0000281228,0.002864153,0.003691966,0.0896579,0.0005854308,0.1603357,0.0003116486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638108,0.007406978,0.00129038,0.01933642,0.0001310595,0.006812883,0.001137777,0.00005542543,0.00001825718],"genre_scores_gemma":[0.9315446,0.008887088,0.002725657,0.00004312611,0.0000702652,0.001400048,0.00637858,0.00006887375,0.04888175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6673846,"threshold_uncertainty_score":0.9936713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07954531322724678,"score_gpt":0.4024028520437162,"score_spread":0.3228575388164694,"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."}}