{"id":"W2157753794","doi":"10.5812/traumamon.14034","title":"Effects of Pain Relief on Arterial Blood O2 Saturation","year":2014,"lang":"en","type":"article","venue":"Trauma Monthly","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kowsar; Anesthesia; Arterial blood; Saturation (graph theory); Cardiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006489043,0.0001241883,0.0002483572,0.0001356525,0.0000248988,0.000008461479,0.00008134585,0.00009287478,0.00001391002],"category_scores_gemma":[0.0005192127,0.0001110549,0.00007422018,0.0001202663,0.00002981424,0.00004610914,0.0000141545,0.0001122175,0.0000149451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246768,"about_ca_system_score_gemma":0.000009227367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003578088,"about_ca_topic_score_gemma":0.00000460317,"domain_scores_codex":[0.9989726,0.0001798419,0.0002299178,0.0001993451,0.0002577953,0.0001605325],"domain_scores_gemma":[0.9992146,0.0002979909,0.0001030449,0.0002919016,0.00003270968,0.00005979272],"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":[0.003644829,0.005289615,0.01211499,0.004255395,0.0005808581,0.0002408067,0.00134181,0.00005420646,0.4554473,0.009411794,0.1478903,0.3597282],"study_design_scores_gemma":[0.01031619,0.007932152,0.7214028,0.0006739918,0.001014706,0.000003653611,0.00002907115,0.003635821,0.2353957,0.00290788,0.0161476,0.0005403993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763424,0.00006923217,0.002693421,0.0004017908,0.0001365309,0.0007295798,0.000001912099,0.0003075298,0.01931759],"genre_scores_gemma":[0.9966042,0.00001640944,0.002091351,0.0005679718,0.0004454034,0.00004330095,0.00002320371,0.00001895977,0.0001891963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092878,"threshold_uncertainty_score":0.4528689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00650838999173632,"score_gpt":0.2286754726878184,"score_spread":0.2221670826960821,"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."}}