{"id":"W2036675565","doi":"10.1016/j.clinbiochem.2014.06.043","title":"Evaluation of Roche Urisys 2400 system","year":2014,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; Dr. Everett Chalmers Regional Hospital","funders":"","keywords":"Transduction (biophysics); Internalization; Integrin; Gene knockdown; Molecular biology; Retargeting; Peptide; Transfection; Chemistry; Flow cytometry; Biology; Cell biology; Gene; Receptor; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006202226,0.0001603081,0.0002610727,0.00002202677,0.00004771319,0.00001240087,0.0004018266,0.0004026736,0.00006602066],"category_scores_gemma":[0.00181799,0.0001518943,0.0002241656,0.00010304,0.000220226,0.000001747076,0.0001324643,0.000184277,0.0000432502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003775967,"about_ca_system_score_gemma":0.0003421533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000295214,"about_ca_topic_score_gemma":0.00000419111,"domain_scores_codex":[0.9974165,0.0005410654,0.0005888033,0.0005321219,0.0006698031,0.0002516835],"domain_scores_gemma":[0.9979372,0.00008191558,0.0002023296,0.0009516337,0.0006609235,0.0001659905],"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":[0.0004658743,0.0001444411,0.001316928,0.00009448858,0.0001195299,3.748507e-7,0.000004306623,0.00004271159,0.9701411,0.00001193709,0.002052139,0.02560613],"study_design_scores_gemma":[0.001335015,0.001014275,0.0003881476,0.00004123458,0.00008543016,0.00000475277,0.0000421997,0.001504775,0.9935334,0.00004956972,0.001828522,0.0001726542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917977,0.0009221537,0.0002955751,0.00008118327,0.0001673304,0.000189194,0.00001596142,0.00002065218,0.006510234],"genre_scores_gemma":[0.9984245,0.00005418003,0.0001835628,0.00009411386,0.0007639398,0.0000320145,0.0001116739,0.00002546051,0.0003105362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543348,"threshold_uncertainty_score":0.619407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06433571761705167,"score_gpt":0.4108913963375196,"score_spread":0.346555678720468,"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."}}