{"id":"W2985179149","doi":"10.1111/apa.15065","title":"Is earlier better when it comes giving caffeine to preterm infants or are we risking unnecessary treatment and serious harm?","year":2019,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Harm; Caffeine; Intensive care medicine; Do no harm; Pediatrics; Psychiatry; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003364369,0.0008390038,0.001465222,0.0009269557,0.0002173523,0.0001628922,0.0004678191,0.001058104,0.001481136],"category_scores_gemma":[0.000478105,0.0006185412,0.0002286724,0.0004366609,0.00009117099,0.000225245,0.0005435401,0.002157709,0.0004650752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007726577,"about_ca_system_score_gemma":0.0008254222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003522638,"about_ca_topic_score_gemma":0.0000535722,"domain_scores_codex":[0.9949226,0.0002618235,0.0007705342,0.001336744,0.001265823,0.001442444],"domain_scores_gemma":[0.9957986,0.001610295,0.0004218167,0.001355487,0.000206609,0.0006071967],"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":[0.0006078126,0.00005015021,0.03524225,0.003192478,0.0002803591,0.003274197,0.001103136,1.865456e-7,0.00005115663,3.724849e-8,0.9000921,0.05610614],"study_design_scores_gemma":[0.00243873,0.001379115,0.01359301,0.000757793,0.0003106302,0.0001145829,0.00004624808,0.00001816065,0.00008482442,0.000005969195,0.9806502,0.0006006676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08860092,0.006406463,0.000004752319,0.8995118,0.0005352598,0.003569855,0.0007242683,0.000121571,0.0005251561],"genre_scores_gemma":[0.01642133,0.01077358,0.0007243566,0.930975,0.008177591,0.0003968412,0.0002017619,0.0003475664,0.03198193],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08055818,"threshold_uncertainty_score":0.9996266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06676883530436346,"score_gpt":0.3606426684153614,"score_spread":0.293873833110998,"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."}}