{"id":"W3087632135","doi":"10.14740/jocmr4323","title":"Low-Flow Nasal Cannula Hydrogen Therapy","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Hydrogen's biological and therapeutic effects","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cannula; Medicine; Nasal cannula; Anesthesia; Arterial blood; Gas generator; Inhalation; Blood flow; Hydrogen; Biomedical engineering; Surgery; Chemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009744813,0.0002027498,0.001424426,0.0001717462,0.00009171943,0.000011585,0.0004530293,0.0003271355,0.001220283],"category_scores_gemma":[0.01129119,0.0001042204,0.0004010077,0.0007382957,0.0009009498,0.00006369618,0.00009339408,0.002791157,0.0001555221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004041151,"about_ca_system_score_gemma":0.0006333325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001325233,"about_ca_topic_score_gemma":7.934906e-7,"domain_scores_codex":[0.9940096,0.001393296,0.001796467,0.0003351709,0.001888613,0.000576884],"domain_scores_gemma":[0.9927791,0.003706865,0.0003724832,0.0002930793,0.001092798,0.001755693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02176358,0.002359474,0.07680016,0.0003438416,0.001759701,0.00606114,0.001115113,0.00002398332,0.07205768,0.0002966452,0.04092194,0.7764968],"study_design_scores_gemma":[0.04915013,0.1568134,0.05046287,0.002443639,0.0003330823,0.001434922,0.0007062045,0.004659756,0.04482,0.004465015,0.6840965,0.0006143892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806487,0.004027758,0.000122023,0.111423,0.0003592708,0.0004178433,0.00000219855,0.00002440552,0.002974804],"genre_scores_gemma":[0.9750769,0.005053622,0.0002984325,0.01101608,0.008290868,0.000004591412,0.000003660113,0.00002842579,0.0002274155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7758824,"threshold_uncertainty_score":0.9996927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4260800125239516,"score_gpt":0.5604308967824008,"score_spread":0.1343508842584492,"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."}}