{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006952363,0.000862517,0.001395188,0.002895839,0.003349739,0.002802474,0.002447749,0.005621739,0.4436202],"category_scores_gemma":[0.1023388,0.00057507,0.001188832,0.002101025,0.0008225784,0.002126972,0.002700991,0.004511947,0.2476767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377463,"about_ca_system_score_gemma":0.00490199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02452721,"about_ca_topic_score_gemma":0.03652365,"domain_scores_codex":[0.994324,0.0008947088,0.0007729727,0.0007353304,0.00288781,0.000385206],"domain_scores_gemma":[0.8817598,0.01673626,0.001873811,0.00541414,0.09053417,0.003681917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001135512,0.00001045654,0.00005220079,0.00004185601,0.000002263828,0.00006007238,0.00002088975,0.000006706382,0.0001374893,0.0002111072,0.9960461,0.003399357],"study_design_scores_gemma":[0.00002651217,0.00001801106,0.001258105,0.0001140863,0.00001040894,0.0002598476,0.000170305,0.00009457466,0.000443331,0.001159962,0.9964035,0.00004139762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001251919,0.003032355,0.006928752,0.3711337,0.4737182,0.00218079,0.03165944,0.005552255,0.1045427],"genre_scores_gemma":[0.01030615,0.002858867,0.008288054,0.1183947,0.06469322,0.001751568,0.0139428,0.002757762,0.7770067],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4436202,"threshold_uncertainty_score":0.7936082,"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."}}