{"id":"W2809952666","doi":"10.1056/nejm-jw.na46890","title":"Oxygen Saturation Limits for Premature Babies: The Final Word for Now","year":2018,"lang":"en","type":"article","venue":"Journal watch","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen saturation; Medicine; Oxygen; Saturation (graph theory); Mathematics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262721,0.0001207596,0.0002061046,0.00006143342,0.0006043036,0.0000865162,0.000197065,0.0001394697,0.0001039755],"category_scores_gemma":[0.001473994,0.00006773612,0.0001478186,0.000166315,0.00008178562,0.0001414862,0.0000236988,0.0005521412,0.00005449945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205207,"about_ca_system_score_gemma":0.0005191285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001940313,"about_ca_topic_score_gemma":0.00006056908,"domain_scores_codex":[0.998495,0.00005827679,0.0003322223,0.000171467,0.0004907554,0.0004522836],"domain_scores_gemma":[0.9978783,0.0005038947,0.0001412352,0.0002408668,0.0009781281,0.0002576194],"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":[0.00901755,0.0001458353,0.0004220489,0.001126324,0.0001370142,0.00002437338,0.001407663,0.000002807377,0.02108417,0.0002916469,0.6827091,0.2836315],"study_design_scores_gemma":[0.001934169,0.001617733,0.003998884,0.0001899447,0.00004433154,0.0002786572,0.0001339759,0.0004740048,0.005746922,0.001783839,0.9837147,0.00008286355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.432382,0.005098439,0.009882533,0.5420257,0.002524481,0.006750274,0.00007474287,0.00007829666,0.001183411],"genre_scores_gemma":[0.7646326,0.003415724,0.04124942,0.02852779,0.04389467,0.001001701,0.0000753389,0.0002774236,0.1169253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.513498,"threshold_uncertainty_score":0.4647876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014431142690582,"score_gpt":0.4136461769851674,"score_spread":0.3122030627161092,"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."}}