{"id":"W4412659000","doi":"10.64336/001c.142605","title":"Ground-level ozone’s impact on human health in terms of respiratory diseases using Reactive Oxygen Species as an inflammatory marker","year":2025,"lang":"en","type":"article","venue":"Journal of High School Science","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeshore General Hospital","funders":"","keywords":"Ozone; Reactive oxygen species; Respiratory system; Human health; Environmental science; Environmental chemistry; Environmental health; Medicine; Chemistry; Internal medicine; Geography; Meteorology; Biochemistry","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":[0.002717094,0.0001332436,0.0005084884,0.0007232147,0.0001733808,0.00004076307,0.0003996188,0.00006901251,0.0002176748],"category_scores_gemma":[0.001639926,0.00007213824,0.0001214526,0.0008696917,0.0007555382,0.0003861972,0.0001056928,0.000607616,0.000003609943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007919893,"about_ca_system_score_gemma":0.002413446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380954,"about_ca_topic_score_gemma":0.00001584755,"domain_scores_codex":[0.9973832,0.0002272652,0.0006865003,0.0002393279,0.001071567,0.0003921535],"domain_scores_gemma":[0.9981999,0.0001554419,0.0003766063,0.0002389794,0.0002537811,0.0007753174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002099955,0.000969302,0.7553985,0.0001109124,0.00005187245,0.0002614374,0.00009123269,0.00002158036,0.2327336,0.001833406,0.0009138964,0.005514306],"study_design_scores_gemma":[0.0009079669,0.002519838,0.9908437,0.0008167966,0.00001203854,0.00003057363,0.0001214002,0.00002699011,0.00184973,0.002638337,0.0001642079,0.00006841122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997224,0.0001823125,0.00002419946,0.001325443,0.0001089011,0.0001937209,0.000008003316,0.000005315504,0.000928114],"genre_scores_gemma":[0.998455,0.00006138389,0.0001888782,0.0009280658,0.0001881413,0.000001126271,0.000001223686,0.000004158202,0.0001720431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354452,"threshold_uncertainty_score":0.428135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09748019219310981,"score_gpt":0.4327526830433258,"score_spread":0.3352724908502159,"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."}}