{"id":"W1917964009","doi":"10.1007/s40846-015-0080-1","title":"Sterilization Method Using Plasma Discharge Against Biofilm-Producing Pseudomonas aeruginosa on Surface of Contact Lens","year":2015,"lang":"en","type":"article","venue":"Journal of Medical and Biological Engineering","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Biofilm; Pseudomonas aeruginosa; Sterilization (economics); Chemistry; Contact lens; Microbiology; Hydrogen peroxide; Ozone; Disinfectant; Contact angle; Bacteria; Nuclear chemistry; Materials science; Biology; Biochemistry; Medicine; Organic chemistry","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":[0.0009718792,0.0001175546,0.0003982572,0.00007506242,0.00002044983,0.000008649628,0.00008170978,0.0001739256,0.00001308948],"category_scores_gemma":[0.001773661,0.00007003023,0.00006585676,0.0001429446,0.00003673321,0.0000501763,0.000041409,0.0002949373,0.000001032239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003656859,"about_ca_system_score_gemma":0.00008667308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005340043,"about_ca_topic_score_gemma":2.020798e-7,"domain_scores_codex":[0.9988184,0.00003656276,0.0004498069,0.0001282324,0.0004172984,0.0001497034],"domain_scores_gemma":[0.9989006,0.0003804818,0.0001700814,0.00008390252,0.0001370579,0.0003278951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008403551,0.00100261,0.02828114,0.0003719531,0.0002879287,0.000398084,0.0003813637,0.02889075,0.9133915,0.004463914,0.0003666185,0.02132378],"study_design_scores_gemma":[0.01069789,0.005599035,0.04566471,0.004248076,0.0003431256,0.002645332,0.0006768733,0.7411442,0.1794009,0.0001148216,0.008729992,0.0007350154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697829,0.0003124805,0.02871571,0.0008553345,0.0001650929,0.00008885092,0.000007204325,0.00001299127,0.00005935662],"genre_scores_gemma":[0.9782413,0.0005205519,0.02088599,0.0001438507,0.0001907214,6.285994e-7,0.000006441052,0.000007081185,0.000003470992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7339906,"threshold_uncertainty_score":0.285575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654306859518424,"score_gpt":0.3171591646003223,"score_spread":0.2406160960051381,"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."}}