{"id":"W4402626592","doi":"10.17504/protocols.io.n2bvjnew5gk5/v1","title":"AAV production and purification v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Production (economics); Business; Economics; Microeconomics","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":[0.002094083,0.002086019,0.002135412,0.002904805,0.001445065,0.001959894,0.002358339,0.001198111,0.02598392],"category_scores_gemma":[0.001865531,0.001259604,0.001244783,0.001716955,0.0008313658,0.0007245233,0.001488636,0.003162166,0.05094868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210706,"about_ca_system_score_gemma":0.001763978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969736,"about_ca_topic_score_gemma":0.003381482,"domain_scores_codex":[0.9974483,0.0003128105,0.000312763,0.0006388458,0.0009334718,0.0003537576],"domain_scores_gemma":[0.9990205,0.0001277445,0.00008281276,0.00017196,0.0003751122,0.0002219554],"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":[0.0004915552,0.0003740338,0.0009958076,0.001454315,0.00008740951,0.0005698962,0.000538924,0.001015115,0.8336126,0.0100444,0.04714324,0.1036728],"study_design_scores_gemma":[0.0002465364,0.0006086717,0.002863545,0.000318952,0.00009557717,0.001663293,0.00009612636,0.002664532,0.1983237,0.003545798,0.7894392,0.0001340956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0502593,0.02425374,0.6954837,0.002088519,0.002657776,0.01748373,0.06803881,0.01552464,0.1242098],"genre_scores_gemma":[0.1113451,0.01856933,0.446807,0.00267426,0.0007708268,0.01308937,0.2400427,0.005343888,0.1613574],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02598392,"threshold_uncertainty_score":0.08692491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250956939198106,"score_gpt":0.3198122720952303,"score_spread":0.2947165781754197,"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."}}