{"id":"W4411046010","doi":"10.53933/sspmpm.v5i2.189","title":"Modern Treatment of Inflammatory Pulmonary Pathology: Theoretical Justification and Implementation of the Extracorporeal Blood Hyperthermia Apparatus into Medical Practice","year":2025,"lang":"en","type":"article","venue":"SSP Modern Pharmacy and Medicine","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extracorporeal; Hyperthermia; Medicine; Extracorporeal circulation; Pathology; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644867,0.0002173627,0.0004009683,0.0001586773,0.0001805872,0.000003361932,0.0002114482,0.0001975359,0.0002444846],"category_scores_gemma":[0.0005021341,0.0001404254,0.00004720935,0.0001792763,0.001990452,0.00009669916,0.00009701799,0.0005187848,0.000001063814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929233,"about_ca_system_score_gemma":0.0005218769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583075,"about_ca_topic_score_gemma":0.00003014509,"domain_scores_codex":[0.9975045,0.0007636908,0.0006098179,0.0003508836,0.0004600565,0.0003110988],"domain_scores_gemma":[0.997477,0.001589549,0.0002464566,0.0002368473,0.0001813468,0.0002687823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002354912,0.0005940463,0.01973849,0.0004486443,0.0003320665,0.000195828,0.004702411,0.00001312702,0.3701498,0.01460774,0.0002302801,0.5866326],"study_design_scores_gemma":[0.05035114,0.002648413,0.04637165,0.0009312322,0.009671279,0.002373154,0.007184586,0.127939,0.6492551,0.06223762,0.04022349,0.0008133496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699133,0.01101905,0.0006604029,0.01507996,0.0003495752,0.0008460333,0.00004143941,0.00002321369,0.002067042],"genre_scores_gemma":[0.9862521,0.01190003,0.00007321395,0.001366375,0.0001454692,0.00009139263,0.00004064133,0.00001292094,0.0001178984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858193,"threshold_uncertainty_score":0.7333902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431964073514156,"score_gpt":0.4809671949473896,"score_spread":0.416647554212248,"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."}}