{"id":"W2305731302","doi":"10.4236/jcdsa.2016.61006","title":"The Effect of Micro-Pulsatile Electrical and Ultrasound Stimulation on Cellular Biosynthetic Activities Such as Cellular Proliferation, Endogenous Nitrogen Oxide and Collagen Synthesis","year":2016,"lang":"en","type":"article","venue":"Journal of Cosmetics Dermatological Sciences and Applications","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Iontophoresis; Wound healing; Nitric oxide; Stimulation; Penetration (warfare); Electroporation; Endogeny; Cell biology; Regeneration (biology); Pulsatile flow; Biomedical engineering; Chemistry; Medicine; Biology; Biochemistry; Neuroscience; Surgery; Internal medicine","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":[0.0007444769,0.0001047743,0.0001830547,0.00005455479,0.0004423018,0.00005764557,0.0001469931,0.00007172168,0.000008376785],"category_scores_gemma":[0.000518993,0.00005537879,0.0000439856,0.0001378121,0.0005040602,0.00001148701,0.00004650444,0.00005340268,3.191787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360952,"about_ca_system_score_gemma":0.00004442127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001414915,"about_ca_topic_score_gemma":4.802076e-7,"domain_scores_codex":[0.9989045,0.0003243712,0.0002933719,0.0001714475,0.0001681868,0.0001380862],"domain_scores_gemma":[0.9979827,0.001480225,0.0002878584,0.0001058834,0.00007267723,0.00007069878],"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":[0.00007039714,0.000029614,0.005641936,0.000008053426,0.00001998586,6.669413e-7,0.00001952454,0.00001701679,0.9898018,0.0009888222,0.00003126803,0.003370979],"study_design_scores_gemma":[0.0002025107,0.0006085261,0.0004639857,0.000008454966,0.00004278624,0.0002275097,0.00007109813,0.00003366904,0.9944515,0.001625104,0.002187575,0.0000772292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900467,0.001081928,0.008123582,0.0003547981,0.0000128045,0.0002971721,0.000008315503,0.000002423686,0.00007226187],"genre_scores_gemma":[0.9975379,0.0009164033,0.001425752,0.00004197221,0.00002861703,0.00003102738,0.000001233256,0.000004832957,0.00001231466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007491134,"threshold_uncertainty_score":0.3401873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308865913224839,"score_gpt":0.2673529472607455,"score_spread":0.2542642881284971,"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."}}