{"id":"W4313429762","doi":"10.21203/rs.3.rs-2364258/v1","title":"Oxygen Saturation in Healthy Term Infants in The First Few Days of Life ","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Oxygen saturation; Anesthesia; Observational study; Pediatrics; Internal medicine; Oxygen; Chemistry","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":[0.0003886062,0.0002099261,0.0003185226,0.0005285952,0.0002623791,0.0004004942,0.0002613709,0.0003280418,0.0005455041],"category_scores_gemma":[0.001848802,0.0001414166,0.0002014591,0.0004164905,0.0001870568,0.0002369484,0.0002940555,0.000286789,0.0001454203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423153,"about_ca_system_score_gemma":0.0001878929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004777199,"about_ca_topic_score_gemma":0.004275613,"domain_scores_codex":[0.9996198,0.00007552213,0.00004079607,0.00009576984,0.00009827376,0.00006975728],"domain_scores_gemma":[0.999113,0.0001583661,0.0004275101,0.00003286546,0.0001094946,0.0001587832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002155971,0.00002339801,0.9978551,0.00001216168,0.00001689262,0.0002102745,0.00009153217,0.00001749426,0.0005458411,0.000005442487,0.00004132514,0.0009650494],"study_design_scores_gemma":[0.00000149618,0.0001208615,0.999413,0.000002182304,0.000004884059,0.000250111,0.000071227,0.00004076422,0.00005582509,0.000003691677,0.00003457055,0.000001375134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995023,0.00017308,0.00003116568,0.000004789011,0.000001801928,0.000003274382,0.0001594069,0.000001531216,0.0001227785],"genre_scores_gemma":[0.9995613,0.00007574823,0.0000435178,0.000006651768,0.000003229023,0.000006983782,0.0002451683,8.060665e-7,0.00005661481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004777199,"threshold_uncertainty_score":0.009498775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493286943732703,"score_gpt":0.4859966356432726,"score_spread":0.3366679412700023,"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."}}