{"id":"W6930427844","doi":"10.5281/zenodo.13768869","title":"Antibody Characterization Report for Prolow-density lipoprotein receptor-related protein1 (LRP-1)","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Immunoprecipitation; Lipoprotein; Lipoprotein(a); Flow cytometry","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":[0.001041004,0.001635658,0.0008715658,0.002166734,0.0009246789,0.0008647899,0.001579286,0.000803935,0.01963406],"category_scores_gemma":[0.002216395,0.0006798548,0.0009926226,0.001481336,0.0002500961,0.0008993899,0.0005296011,0.001632154,0.01685624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539535,"about_ca_system_score_gemma":0.001114412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767463,"about_ca_topic_score_gemma":0.002183147,"domain_scores_codex":[0.9990767,0.0001596208,0.0001644079,0.0002265963,0.00024103,0.0001316135],"domain_scores_gemma":[0.9982409,0.0003709954,0.0002233305,0.0002985362,0.0006572938,0.0002089183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002489278,0.0001968054,0.0005293904,0.0005609562,0.00007136745,0.0002741901,0.000072016,0.0001261841,0.9740404,0.000729344,0.00837821,0.01477222],"study_design_scores_gemma":[0.0001634557,0.0009937258,0.01187263,0.0001375363,0.0003398643,0.005912135,0.0001432346,0.001860413,0.6936707,0.0005782527,0.2842511,0.00007691242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3236875,0.03710634,0.5318874,0.004526298,0.00373185,0.003913992,0.05520764,0.004008751,0.03593026],"genre_scores_gemma":[0.2425335,0.04334434,0.265841,0.002355937,0.001618361,0.004751116,0.3773298,0.001317709,0.06090831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01963406,"threshold_uncertainty_score":0.06568253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705880251363514,"score_gpt":0.3536071499518199,"score_spread":0.2865483474381848,"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."}}