{"id":"W103682420","doi":"10.1007/978-1-59745-418-6_10","title":"Retroviral/Lentiviral Transduction and Transformation Assay","year":2009,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"Cancer Research UK; Wellcome Trust","keywords":"Transduction (biophysics); Haematopoiesis; Biology; Transformation (genetics); Fusion gene; Stem cell; Viral vector; Cell biology; Cancer research; Gene; Genetics; Recombinant DNA","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":[0.001812545,0.001164848,0.001208096,0.001651265,0.000704175,0.0009009543,0.001460903,0.0008843771,0.005101614],"category_scores_gemma":[0.0005663006,0.0007036767,0.0007102587,0.001021133,0.0006357003,0.0004011025,0.0008830181,0.002821539,0.00443977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789422,"about_ca_system_score_gemma":0.0005005651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006960771,"about_ca_topic_score_gemma":0.0008229688,"domain_scores_codex":[0.9975818,0.0004840372,0.0003914313,0.000378752,0.0009015567,0.0002623332],"domain_scores_gemma":[0.9995416,0.000120206,0.0000875651,0.0001337009,0.00006192967,0.00005490622],"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":[0.0001247287,0.0002556709,0.0003257533,0.0002127725,0.00002198377,0.0001685283,0.0001176128,0.0003153205,0.9834822,0.002101162,0.000986848,0.01188729],"study_design_scores_gemma":[0.0000675138,0.0005136593,0.001504733,0.00004042194,0.00006097584,0.0007426664,0.00004236602,0.004171955,0.9532185,0.000431134,0.03914938,0.0000566779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3575739,0.008311472,0.5497233,0.0005203029,0.0009443697,0.01670311,0.01861652,0.008447981,0.03915907],"genre_scores_gemma":[0.5268355,0.008077038,0.352561,0.0005095022,0.0002044239,0.01318163,0.04282897,0.0008554474,0.05494642],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005101614,"threshold_uncertainty_score":0.0170666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106451784461824,"score_gpt":0.3946125874244042,"score_spread":0.373548069579786,"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."}}