{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003927549,0.000345238,0.0002878571,0.0001221963,0.0002364278,0.0003196848,0.0004333088,0.0005388337,0.002886409],"category_scores_gemma":[0.0003218824,0.00008521622,0.0002253287,0.00007173484,0.0007616593,0.0003869499,0.0002558588,0.0006725753,0.0004006241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289216,"about_ca_system_score_gemma":0.0002876793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002456977,"about_ca_topic_score_gemma":0.0003702922,"domain_scores_codex":[0.9998566,0.00003306428,0.000008811503,0.00003416268,0.00004624531,0.00002112409],"domain_scores_gemma":[0.9998117,0.00005398848,0.00006054854,0.00002290813,0.00001889954,0.00003193003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003099409,0.001001158,0.004707118,0.0005083973,0.00004626545,0.00129162,0.0002055167,0.0003691031,0.9189067,0.0004613527,0.0008098737,0.06859349],"study_design_scores_gemma":[0.001771874,0.07086907,0.03173118,0.0001381254,0.0001844635,0.01939416,0.0004151556,0.007487386,0.8197784,0.0009537026,0.04720951,0.00006684801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767834,0.001778593,0.01779525,0.0003333268,0.0001624548,0.0003174656,0.0001187993,0.0002088119,0.002501871],"genre_scores_gemma":[0.9837804,0.0006766644,0.01222445,0.0005051694,0.00007124893,0.0002216209,0.0001474316,0.00002209025,0.002350942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002886409,"threshold_uncertainty_score":0.009656012,"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."}}