{"id":"W7118641193","doi":"10.18609/cgti.2020.045","title":"Drawing parallels and cross-pollinating ideas between viral vector and vaccine fields","year":2020,"lang":"en","type":"article","venue":"Cell and Gene Therapy Insights","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Parallels; Process (computing); Technology transfer; Manufacturing process; Process development; Bioprocess; Section (typography); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01976799,0.00130716,0.001362739,0.004819803,0.004069036,0.01447655,0.002569626,0.00584927,0.006053369],"category_scores_gemma":[0.01322657,0.0007836019,0.001241068,0.002638616,0.03264773,0.0338368,0.007880519,0.01863126,0.001770244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00623615,"about_ca_system_score_gemma":0.003996801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241491,"about_ca_topic_score_gemma":0.001593003,"domain_scores_codex":[0.9888327,0.006687557,0.0004692115,0.001253185,0.002206006,0.0005514694],"domain_scores_gemma":[0.9798306,0.01461581,0.0006629305,0.001694551,0.00166508,0.001531059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008894334,0.00009164173,0.0003327926,0.0004589265,0.00003492418,0.0003283601,0.0105198,0.0006053311,0.001031811,0.9198946,0.01503355,0.05157936],"study_design_scores_gemma":[0.0000294782,0.0001167763,0.0002164527,0.0005635842,0.00001767567,0.0003198592,0.005605179,0.0006835412,0.0006959773,0.751956,0.2397516,0.00004385308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01918293,0.1372149,0.2126289,0.4541776,0.02879384,0.0002617006,0.00008267247,0.0004632878,0.1471942],"genre_scores_gemma":[0.4068378,0.1918372,0.1793892,0.1408579,0.02059177,0.001003845,0.0001879765,0.001422301,0.05787202],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01976799,"threshold_uncertainty_score":0.1045444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364945176023542,"score_gpt":0.2599591555597697,"score_spread":0.2463097037995343,"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."}}