{"id":"W4386456338","doi":"10.1093/function/zqad045","title":"Intermittent Hypoxia and Respiratory Plasticity: The Good, the Bad, and the Unknown","year":2023,"lang":"en","type":"letter","venue":"Function","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hypoxia (environmental); Plasticity; Respiratory system; Psychology; Medicine; Internal medicine; Chemistry; Oxygen; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002197504,0.000587941,0.0015598,0.0004734687,0.002047382,0.002570368,0.001570693,0.02623718,0.00449541],"category_scores_gemma":[0.009231953,0.0002970998,0.0007115555,0.00032751,0.003472891,0.003704445,0.001040802,0.03183025,0.003018406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194029,"about_ca_system_score_gemma":0.001723601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247919,"about_ca_topic_score_gemma":0.004957259,"domain_scores_codex":[0.9990892,0.0003172099,0.00008653985,0.0001385614,0.0002778335,0.00009058182],"domain_scores_gemma":[0.9939314,0.004298486,0.0002507766,0.0001847421,0.0006873631,0.0006472301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003075419,0.00008897962,0.0008369117,0.0001540821,0.00004132108,0.003375029,0.0001734431,0.0000986876,0.0004851465,0.007978137,0.947393,0.03906763],"study_design_scores_gemma":[0.0004131311,0.0001727905,0.002263642,0.0006791169,0.00007192401,0.004543226,0.0009999993,0.001011855,0.000475647,0.05451271,0.9347548,0.000101128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000404929,0.006757337,0.0001134488,0.971952,0.01924725,0.000005016158,0.0000199048,0.00001824297,0.001481846],"genre_scores_gemma":[0.01046854,0.01026002,0.0003434179,0.766818,0.2052506,0.00003494261,0.00002127988,0.00002414854,0.006779004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02623718,"threshold_uncertainty_score":0.01503867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285944493019482,"score_gpt":0.247108966810656,"score_spread":0.2042495218804612,"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."}}