{"id":"W4389999771","doi":"10.1002/jpr3.12023","title":"Impact of new legislation on the availability of paediatric medical devices in the European Union with an emphasis on paediatric gastroenterology, hepatology and nutrition","year":2023,"lang":"en","type":"article","venue":"JPGN Reports","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Group B; Medicine; Legislation; Political science; Internal medicine; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03829671,0.001010703,0.0009413177,0.002737035,0.003278604,0.0122371,0.004474026,0.02309072,0.01118582],"category_scores_gemma":[0.0750614,0.001143565,0.003622923,0.002319897,0.006737863,0.007204456,0.006228924,0.01819585,0.002446374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01314314,"about_ca_system_score_gemma":0.03005947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0625216,"about_ca_topic_score_gemma":0.03495494,"domain_scores_codex":[0.9231904,0.01425466,0.005311103,0.007294321,0.04292563,0.007023823],"domain_scores_gemma":[0.9165153,0.04131574,0.01116121,0.00457289,0.02073583,0.005699147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000620899,0.001324557,0.01045051,0.001543498,0.0002074176,0.002185463,0.002841179,0.00378421,0.005294028,0.6453941,0.2186399,0.1077143],"study_design_scores_gemma":[0.0002159751,0.0007348369,0.04088617,0.004791277,0.0001854464,0.0008342881,0.001445985,0.001825678,0.003941992,0.03011306,0.9146865,0.0003388087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0680149,0.03131702,0.009203561,0.4019362,0.02291954,0.0006717315,0.003604111,0.001013261,0.4613197],"genre_scores_gemma":[0.3172961,0.01375286,0.01319585,0.58509,0.00773642,0.000631917,0.002477431,0.0005248442,0.05929451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0625216,"threshold_uncertainty_score":0.2025348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964433838015845,"score_gpt":0.3653196227260445,"score_spread":0.3256752843458861,"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."}}