{"id":"W2794249775","doi":"10.1038/pr.2018.28","title":"Early career investigator highlight: May","year":2018,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Psychology; Medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006403076,0.0001518007,0.0003025477,0.0008787182,0.0003393156,0.00006543758,0.0003322693,0.0002390914,0.00145288],"category_scores_gemma":[0.1018838,0.0001114643,0.00007432558,0.002206133,0.0007267119,0.0001280548,0.0002124498,0.001367012,0.00597334],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218223,"about_ca_system_score_gemma":0.01395302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007052674,"about_ca_topic_score_gemma":0.00001009206,"domain_scores_codex":[0.9928008,0.0003943626,0.0003613365,0.0004654712,0.003424712,0.002553273],"domain_scores_gemma":[0.9775016,0.0009008606,0.00004064871,0.0007611916,0.001742564,0.01905311],"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":[0.0002731285,0.0001479836,0.1463059,0.0003685561,0.00001679606,0.0002674175,0.0004722771,1.072933e-8,0.0005483176,0.0006922706,0.8416302,0.009277124],"study_design_scores_gemma":[0.00221792,0.003928709,0.1898179,0.00006447127,0.00003447092,0.00004536322,0.0000999527,0.00005137422,0.002273422,0.0006833488,0.800575,0.0002080723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004079,0.0007925397,0.00002651184,0.05746552,0.0002592893,0.0008514431,0.000009232255,0.0001008373,0.04008672],"genre_scores_gemma":[0.9722689,0.001080991,0.0005615939,0.004086434,0.008716217,0.00007948943,0.00001119409,0.00004525574,0.01314992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09548074,"threshold_uncertainty_score":0.9994599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4023141956163589,"score_gpt":0.5106394123715043,"score_spread":0.1083252167551454,"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."}}