{"id":"W1560931321","doi":"10.1111/j.1651-2227.2012.02595.x","title":"Evidence‐based neonatology – today and tomorrow","year":2012,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neonatology; Medicine; Retinopathy of prematurity; Intensive care; Dieticians; Pediatrics; Best practice; Nursing; Family medicine; Medical education; Intensive care medicine; Gestational age; Pregnancy; Management","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":[0.0001864554,0.0001101443,0.0001879355,0.00005716948,0.00005390477,0.000005279541,0.00005741275,0.0001434456,0.0002083343],"category_scores_gemma":[0.0003383492,0.00008767194,0.00004504506,0.0001652047,0.00005627516,0.0001050714,0.00003867232,0.0001839918,0.0000502063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003404121,"about_ca_system_score_gemma":0.0001416944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002404437,"about_ca_topic_score_gemma":6.092333e-7,"domain_scores_codex":[0.9990737,0.00002442889,0.0001602796,0.000172776,0.0001640621,0.0004047937],"domain_scores_gemma":[0.9989266,0.000284658,0.00005284892,0.0002071763,0.00004123056,0.0004874418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007639888,0.0003268626,0.8145813,0.001252888,0.00002615004,0.0000919313,0.0001585824,4.037346e-8,0.01890291,0.0001116226,0.0544058,0.109378],"study_design_scores_gemma":[0.004229895,0.001030412,0.4465464,0.0003015068,0.0004441798,0.001145424,0.0001678644,0.0001484564,0.07701293,0.00008454444,0.4681425,0.000745811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537553,0.03196799,0.00001543927,0.01211071,0.0002927416,0.0002135121,0.000007209706,0.00006845324,0.00156866],"genre_scores_gemma":[0.9935017,0.0008173244,0.000944676,0.00359342,0.000776049,0.00001330329,0.00001516825,0.0000108401,0.000327546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4137367,"threshold_uncertainty_score":0.3575158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441095659525801,"score_gpt":0.309515344656887,"score_spread":0.265104388061629,"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."}}