{"id":"W6892980917","doi":"10.5281/zenodo.13618082","title":"Antibody Characterization Report for PATL2","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Recombinant DNA; Immunofluorescence; Immunoprecipitation; Western blot; Blot; Nomination; Construct (python library)","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":[0.0006791723,0.001257056,0.0004916028,0.00143117,0.000841207,0.0007094814,0.001109775,0.0005607971,0.01644322],"category_scores_gemma":[0.001136359,0.000531222,0.0006127435,0.001037638,0.0001792656,0.0005622837,0.0005823738,0.001449722,0.02273104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006525332,"about_ca_system_score_gemma":0.000864329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247256,"about_ca_topic_score_gemma":0.001787998,"domain_scores_codex":[0.9994013,0.00008505849,0.00006372944,0.0001257889,0.0002073228,0.0001167382],"domain_scores_gemma":[0.9992037,0.0001188128,0.00006972784,0.000119681,0.0003558551,0.0001321316],"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":[0.0001901471,0.0001412511,0.0004789969,0.0003777829,0.0000350111,0.0003335207,0.0001125374,0.0002333185,0.9648237,0.001098099,0.01424017,0.01793565],"study_design_scores_gemma":[0.00008692711,0.000365178,0.003753239,0.00008400497,0.00009485363,0.002625937,0.00008161017,0.00159204,0.5306831,0.00053767,0.460046,0.00004933808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3049125,0.02464344,0.4881087,0.006108109,0.002714584,0.005020762,0.07387125,0.004260485,0.0903602],"genre_scores_gemma":[0.2549076,0.02493824,0.2091912,0.002791913,0.001000621,0.004381572,0.3857362,0.001457742,0.1155949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01644322,"threshold_uncertainty_score":0.05500805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251771615258844,"score_gpt":0.3218379539421821,"score_spread":0.2793202377895936,"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."}}