{"id":"W3197143330","doi":"10.1542/peds.2020-049771","title":"Large Pediatric Randomized Clinical Trials in ClinicalTrials.gov","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Clinical trial; Randomized controlled trial; Trial registration; Pediatrics; Family medicine; Internal 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":["metaresearch"],"category_scores_codex":[0.07589117,0.0002342896,0.003350022,0.0001581083,0.00009105058,0.00004857185,0.0001271116,0.0003543565,0.001398845],"category_scores_gemma":[0.318354,0.000174519,0.001253275,0.001095944,0.00007621229,0.0001110638,0.0002120379,0.001112978,0.0004597557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004594985,"about_ca_system_score_gemma":0.0005503793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186574,"about_ca_topic_score_gemma":0.00001088629,"domain_scores_codex":[0.9849569,0.009263815,0.004005775,0.0005944247,0.0005838201,0.0005953214],"domain_scores_gemma":[0.9037132,0.09391977,0.001037659,0.000451772,0.0003375523,0.0005400393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1086093,0.004024279,0.8009729,0.0005439974,0.0003872214,0.001373267,0.0001825909,0.000003387822,0.00001070405,0.001773903,0.0689446,0.01317388],"study_design_scores_gemma":[0.6108158,0.0002465674,0.02489822,0.0000236262,0.006623248,0.00004767556,0.0002563346,0.0006769166,0.00003354772,0.002000157,0.353856,0.0005219657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083231,0.1053842,0.002639359,0.03775425,0.01009449,0.003873231,0.0001379281,0.000272441,0.03152098],"genre_scores_gemma":[0.6157914,0.3535724,0.002492234,0.008294316,0.01793857,0.0001091635,0.00007028728,0.00005385425,0.001677833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7760746,"threshold_uncertainty_score":0.999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3170857218816984,"score_gpt":0.5594019990649433,"score_spread":0.2423162771832449,"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."}}