{"id":"W3188266812","doi":"10.36227/techrxiv.15125520.v1","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":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Perspective (graphical); Field (mathematics); Engineering ethics; Nanotechnology; Plasma medicine; 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":[0.004615063,0.001133641,0.0009947015,0.00196212,0.001576999,0.005233328,0.001464863,0.0058329,0.007031357],"category_scores_gemma":[0.003063312,0.0004224122,0.0008052503,0.00176625,0.003890271,0.009682078,0.002875198,0.008197441,0.003089505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483311,"about_ca_system_score_gemma":0.003685688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010247,"about_ca_topic_score_gemma":0.0009651597,"domain_scores_codex":[0.9982401,0.0006692314,0.00007733127,0.0002075045,0.0006573885,0.0001484833],"domain_scores_gemma":[0.9962721,0.002171318,0.0001309839,0.0001553679,0.001027599,0.000242698],"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":[0.0001887053,0.0002896353,0.0005182005,0.006759286,0.00006509117,0.0005433731,0.001102133,0.002163017,0.004154626,0.5306141,0.1287271,0.3248748],"study_design_scores_gemma":[0.00001335891,0.0002055641,0.0003123279,0.001918607,0.00002089073,0.0005756617,0.0009437577,0.0009583364,0.00117686,0.2290565,0.7647666,0.00005169666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001023839,0.858174,0.01271306,0.09338997,0.009231083,0.00004029321,0.00007460979,0.0001484461,0.02520473],"genre_scores_gemma":[0.02349897,0.9121208,0.01969607,0.0183129,0.01338935,0.0001259317,0.0001010089,0.0001256929,0.01262935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007031357,"threshold_uncertainty_score":0.02440709,"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."}}