{"id":"W2977336871","doi":"10.1097/pcc.0000000000002120","title":"Research Collaboration in Pediatric Critical Care Randomized Controlled Trials: A Social Network Analysis of Coauthorship*","year":2019,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Betweenness centrality; Medicine; Centrality; Statistics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4608101,0.0005656591,0.03088323,0.005467477,0.0002773328,0.000457674,0.001535853,0.0004874001,0.01344931],"category_scores_gemma":[0.7667125,0.0002738816,0.005953815,0.02640081,0.0006177896,0.0002314883,0.0002128135,0.0008947647,0.0003960331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992071,"about_ca_system_score_gemma":0.0006419634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039546,"about_ca_topic_score_gemma":0.0002713195,"domain_scores_codex":[0.8253271,0.1299777,0.02616885,0.00182305,0.01566416,0.001039178],"domain_scores_gemma":[0.6160935,0.3583432,0.003825517,0.002430327,0.01876737,0.0005400994],"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":[0.06412046,0.000610752,0.6289306,0.006043999,0.003396604,0.0001322781,0.04819052,0.00160623,0.00001442462,0.1649384,0.07827822,0.003737543],"study_design_scores_gemma":[0.38783,0.001718699,0.0417328,0.000229456,0.2155078,0.000006561987,0.2636451,0.04277028,0.00000417829,0.04079353,0.003816246,0.001945404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7199903,0.1905749,0.01152202,0.02399505,0.005840348,0.0168015,0.0003085378,0.0000497318,0.03091762],"genre_scores_gemma":[0.9939668,0.000353212,0.0005660303,0.0001460147,0.004117007,0.0004075608,0.00008783869,0.00002482223,0.000330672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5871977,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5558605318433981,"score_gpt":0.6190325370978903,"score_spread":0.06317200525449218,"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."}}