{"id":"W4280520957","doi":"10.1111/apa.16362","title":"Issue highlights June 2022","year":2022,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pediatrics; Cerebral palsy; Low birth weight; Pregnancy; Psychiatry","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005856583,0.0005444257,0.0009931644,0.001053823,0.0003506764,0.00004470843,0.0008007397,0.001038667,0.03842853],"category_scores_gemma":[0.0007150448,0.0004942105,0.0003701291,0.001324233,0.0001105694,0.00009808449,0.0006425626,0.007832643,0.003278752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008882502,"about_ca_system_score_gemma":0.001833865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149055,"about_ca_topic_score_gemma":0.000003944999,"domain_scores_codex":[0.9934382,0.0004038551,0.0007194253,0.001091263,0.002968675,0.001378549],"domain_scores_gemma":[0.996384,0.0009885085,0.0003044718,0.001597247,0.0002063228,0.0005194134],"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":[0.0002036423,0.00007700351,0.00005501581,0.00160514,0.00008613424,0.00799152,0.00003601718,5.632703e-8,0.00006117253,0.000006852075,0.9845635,0.005313953],"study_design_scores_gemma":[0.0009598518,0.000705367,0.0000983798,0.00002625024,0.0001809948,0.0001219416,0.000008560214,0.000002907762,0.00005291176,0.00002765577,0.9974009,0.000414279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001537657,0.0145572,9.841999e-7,0.9687532,0.003618003,0.001459953,0.000267295,0.000236122,0.01095348],"genre_scores_gemma":[0.0001137321,0.006316897,0.000135886,0.7866754,0.02870945,0.0004246864,0.00140421,0.0002441538,0.1759756],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1820778,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788300567071835,"score_gpt":0.3260192765601166,"score_spread":0.2981362708893983,"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."}}