{"id":"W4378364449","doi":"10.1016/j.jpeds.2023.113524","title":"Concordance of International Regulation of Pediatric Health Research","year":2023,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Pediatric research; Medicine; Comparability; Conceptualization; Concordance; Biobank; Research ethics; Reciprocity (cultural anthropology); Engineering ethics; Social science; Pediatrics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.18561,0.0004506621,0.001139179,0.003172987,0.006796779,0.01931892,0.003788714,0.01203598,0.004012784],"category_scores_gemma":[0.2637064,0.00148438,0.001245698,0.003504651,0.01884142,0.005068008,0.01082727,0.01987134,0.0007464756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01191591,"about_ca_system_score_gemma":0.03620994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008006076,"about_ca_topic_score_gemma":0.01052734,"domain_scores_codex":[0.7074621,0.1546935,0.02625307,0.01787775,0.07498375,0.01872971],"domain_scores_gemma":[0.5593753,0.2833339,0.02886721,0.05827844,0.05648948,0.01365569],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000477469,0.00006452065,0.006900654,0.0001508459,0.00006250038,0.0002325566,0.01230459,0.0003227047,0.0007335063,0.951174,0.01248665,0.01551969],"study_design_scores_gemma":[0.0001540695,0.0003102272,0.06970709,0.003709422,0.000282224,0.001624133,0.01444288,0.002901562,0.006939874,0.378513,0.5210966,0.0003190404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09392685,0.006029045,0.04129585,0.1232064,0.002468724,0.000848826,0.0004022631,0.0003174116,0.7315047],"genre_scores_gemma":[0.8951756,0.001476975,0.02358876,0.04302422,0.001307904,0.001367732,0.0003163931,0.0002256314,0.03351684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8143899,"threshold_uncertainty_score":0.9816114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6605232559192146,"score_gpt":0.63906644077669,"score_spread":0.02145681514252462,"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."}}