{"id":"W4416654970","doi":"10.5256/f1000research.176020.r358321","title":"Referee report. For: A guide to selecting high-performing antibodies for STXBP1 (UniProt ID: P61764) for use in western blot, immunoprecipitation, and immunofluorescence [version 1; peer review: 1 approved]","year":2025,"lang":"en","type":"peer-review","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Genentech; Québec Consortium for Drug Discovery; Ontario Genomics Institute; European Federation of Pharmaceutical Industries and Associations; Merck KGaA; Mitacs; Ontario Genomics; Genome Canada; Simons Foundation Autism Research Initiative; Bayer; Pfizer; Bristol-Myers Squibb","keywords":"Immunofluorescence; Antibody; Indirect immunofluorescence; Virus; 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":[0.01000882,0.001250953,0.001654552,0.006463327,0.003318715,0.004974577,0.003563291,0.003254384,0.7273631],"category_scores_gemma":[0.08923695,0.0009588599,0.001226307,0.0052409,0.001014402,0.003901703,0.005226798,0.003074331,0.6388714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409289,"about_ca_system_score_gemma":0.008015413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341909,"about_ca_topic_score_gemma":0.0286749,"domain_scores_codex":[0.9924052,0.001391824,0.001042557,0.0008325566,0.003863655,0.0004641239],"domain_scores_gemma":[0.8963979,0.01055871,0.001825514,0.007862787,0.07912149,0.004233657],"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":[0.000008394417,0.000008346975,0.00002997808,0.0001123012,0.000001886858,0.00001908176,0.00002165899,0.000006778067,0.0001717056,0.0001786876,0.9910187,0.008422577],"study_design_scores_gemma":[0.00001152626,0.000008008496,0.0003277157,0.0001386966,0.000005607283,0.00006521087,0.00007160107,0.0000234428,0.0002354007,0.0005996431,0.9984961,0.00001699624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001300103,0.0072159,0.03155829,0.1423901,0.2663518,0.004931137,0.2259415,0.02565505,0.2946561],"genre_scores_gemma":[0.003639498,0.005070132,0.02056413,0.0183913,0.01992408,0.002658298,0.07767596,0.01097063,0.8411059],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7273631,"threshold_uncertainty_score":0.3888834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09688366611152889,"score_gpt":0.4421034357858395,"score_spread":0.3452197696743107,"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."}}