{"id":"W4231124763","doi":"10.36227/techrxiv.15125520","title":"Low Temperature Plasma for Biology, Hygiene, and Medicine: Perspective and Roadmap","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Field (mathematics); Engineering ethics; Perspective (graphical); Plasma medicine; Nanotechnology; Computer science; Engineering physics; Atmospheric-pressure plasma; Engineering; Physics; Plasma; Materials science; Artificial intelligence","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":[0.004444553,0.001131929,0.0009714966,0.00192361,0.001532686,0.005509621,0.001417901,0.006154517,0.008821188],"category_scores_gemma":[0.002920087,0.0004371089,0.0008067684,0.001892989,0.003556628,0.009621922,0.002819472,0.007787408,0.003793261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484987,"about_ca_system_score_gemma":0.003728003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186178,"about_ca_topic_score_gemma":0.001059416,"domain_scores_codex":[0.9983552,0.000592821,0.00007127944,0.0001958648,0.0006302448,0.0001545309],"domain_scores_gemma":[0.9965917,0.001956544,0.0001259094,0.0001394359,0.000937322,0.0002490931],"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":[0.0002083393,0.0002603676,0.0005219752,0.007103166,0.00006454193,0.0005558112,0.0008851421,0.002042766,0.004284899,0.4556016,0.1523908,0.3760806],"study_design_scores_gemma":[0.00001411477,0.0002110315,0.000327312,0.001911187,0.00001977266,0.0006113278,0.0009190273,0.000916367,0.0012383,0.1777893,0.8159932,0.00004900898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008721311,0.8643905,0.01000443,0.08895471,0.008627807,0.00003625499,0.00008069491,0.0001656496,0.02686783],"genre_scores_gemma":[0.01923366,0.9217167,0.01616396,0.01675228,0.01158207,0.0001164261,0.0001058856,0.0001246134,0.0142043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008821188,"threshold_uncertainty_score":0.02950984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656123671098327,"score_gpt":0.3186592985599472,"score_spread":0.302098061848964,"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."}}