{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001252054,0.0002586811,0.0005580846,0.0001179265,0.00009314132,0.00003844562,0.00006658152,0.0005209182,0.0000633899],"category_scores_gemma":[0.0005630704,0.00019098,0.00005714048,0.00008694112,0.0002820515,0.0000206607,0.0002406721,0.0004250291,0.000001708514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864099,"about_ca_system_score_gemma":0.0002173524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001866016,"about_ca_topic_score_gemma":0.0001135936,"domain_scores_codex":[0.998832,0.00001465549,0.0002228625,0.0006619108,0.00008102876,0.0001874735],"domain_scores_gemma":[0.9984612,0.0004334699,0.00007780478,0.000365662,0.000468456,0.0001934068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001247577,0.002145623,0.02375229,0.007577076,0.003301803,0.0002153472,0.01278836,0.0001130929,0.1796394,0.5172592,0.2194077,0.03255242],"study_design_scores_gemma":[0.06121394,0.00950031,0.15287,0.01540474,0.01096161,0.003488444,0.1613089,0.03170948,0.2554876,0.1360948,0.1538931,0.008067199],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670174,0.004624582,0.0008352027,0.01662324,0.0003071491,0.001587987,0.000191412,0.00008704368,0.008725991],"genre_scores_gemma":[0.975033,0.004080178,0.01637648,0.001246709,0.0005265712,0.0004039959,0.0007561711,0.00003539134,0.001541463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811645,"threshold_uncertainty_score":0.778794,"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."}}