{"id":"W4310216684","doi":"10.21037/tp-22-367","title":"Translational pediatrics: reflections for the 21st century and beyond","year":2022,"lang":"en","type":"editorial","venue":"Translational Pediatrics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Stollery Children's Hospital; University of Ottawa; Alberta Hospital Edmonton; University of Alberta","funders":"University of Alberta","keywords":"Medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002369093,0.0003828371,0.0005158677,0.0005138855,0.0009698837,0.00006828472,0.0002519043,0.0007765124,0.0008852471],"category_scores_gemma":[0.01463858,0.0003012405,0.0003220491,0.0008459375,0.0001828586,0.0001360962,0.00003379137,0.002554832,0.00001402874],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011647,"about_ca_system_score_gemma":0.01646869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004987185,"about_ca_topic_score_gemma":0.00004430231,"domain_scores_codex":[0.9939624,0.0001298065,0.0007526798,0.0006143897,0.003528564,0.001012165],"domain_scores_gemma":[0.9823233,0.01417285,0.0002035853,0.0003446739,0.0007173917,0.002238196],"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":[0.0006197828,0.0001652391,0.0001804198,0.001185353,0.00006636819,0.0000102646,0.0004073658,0.00003127128,0.000002245134,0.001117247,0.9817948,0.01441961],"study_design_scores_gemma":[0.002904837,0.0004532396,0.0004191163,0.00001251804,0.0008155293,0.00001659592,0.0001741817,0.0001735278,3.408711e-7,0.001088025,0.9936796,0.0002625236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007665734,0.06817281,0.005900381,0.09363526,0.7979603,0.006404134,0.01556053,0.0002428022,0.01204713],"genre_scores_gemma":[0.0004498073,0.06744897,0.002350818,0.001862665,0.9171485,0.0005290313,0.00866109,0.0001250817,0.001424013],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1191882,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07499630164039378,"score_gpt":0.4118299295514278,"score_spread":0.3368336279110341,"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."}}