{"id":"W6902088011","doi":"10.6084/m9.figshare.20445420","title":"Additional file 1 of Vibropolyfection: coupling polymer-mediated gene delivery to mechanical stimulation to enhance transfection of adherent cells","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Transfection; Cytotoxicity; HeLa; Jurkat cells; Viability assay; Endocytosis; Intracellular","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002604908,0.001553379,0.001858084,0.001780984,0.001268548,0.002137913,0.002478618,0.001747023,0.9083806],"category_scores_gemma":[0.02393638,0.001047492,0.0009415748,0.002646942,0.0004009001,0.001896617,0.001186508,0.001409701,0.2621967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127318,"about_ca_system_score_gemma":0.00255555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004831641,"about_ca_topic_score_gemma":0.009019662,"domain_scores_codex":[0.9990053,0.000139296,0.000176587,0.0002303369,0.0003022344,0.000146277],"domain_scores_gemma":[0.9864388,0.009520075,0.0006545395,0.00101228,0.001897633,0.000476777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009427705,0.0002943657,0.001508692,0.005130332,0.00004967531,0.0001343356,0.00009281321,0.0006415206,0.001632352,0.001037715,0.9724674,0.01606796],"study_design_scores_gemma":[0.00651534,0.001119819,0.01534842,0.003348426,0.000217617,0.0008168549,0.0004139838,0.003650829,0.01006605,0.01084909,0.9473787,0.0002747882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003530217,0.00003994067,0.001321241,0.000170483,0.0000839726,0.0002823772,0.9949843,0.001094227,0.001670485],"genre_scores_gemma":[0.01086718,0.000377324,0.01265532,0.0009493934,0.0001596924,0.005959023,0.9486265,0.002985779,0.01741975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9083806,"threshold_uncertainty_score":0.1306838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418335330803274,"score_gpt":0.2726985032481775,"score_spread":0.2585151499401448,"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."}}