{"id":"W4405625251","doi":"10.1016/s2352-4642(24)00303-1","title":"Building global collaborative research networks in paediatric critical care: a roadmap","year":2024,"lang":"en","type":"review","venue":"The Lancet Child & Adolescent Health","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Children's Hospital of Eastern Ontario","funders":"National Medical Research Council; National Health and Medical Research Council; Universität Zürich; Academy of Medical Sciences; Murdoch Children's Research Institute; NOMIS Stiftung; Thrasher Research Fund","keywords":"Critical pathways; MEDLINE; Computer science; Medicine; Data science; Process management; Business; Political science","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01990361,0.0005115971,0.002166289,0.000526896,0.001497686,0.000613615,0.002672883,0.0006558293,0.00002358582],"category_scores_gemma":[0.002283887,0.0003649984,0.0003359321,0.00921211,0.001258225,0.0001195523,0.0010195,0.008799279,0.0001516188],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006294733,"about_ca_system_score_gemma":0.007822604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00301736,"about_ca_topic_score_gemma":0.0065696,"domain_scores_codex":[0.9807877,0.01169292,0.001086509,0.001086795,0.002401851,0.002944254],"domain_scores_gemma":[0.9962159,0.001480847,0.0002213537,0.001022315,0.0004891359,0.0005704656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002703438,0.0001211767,0.00009392759,0.0178026,0.00002977638,0.0000708925,0.002220297,0.000007464537,1.48866e-9,0.1169782,0.1246529,0.7379957],"study_design_scores_gemma":[0.0001311523,0.0000750879,0.00005668473,0.02451945,0.00006161106,0.00001027477,0.001878851,0.0000226352,7.720106e-9,0.002039901,0.9708955,0.0003088227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001347674,0.9517357,0.0001112868,0.03467352,0.001259079,0.004536006,0.0002230319,0.0002942377,0.007165801],"genre_scores_gemma":[0.001911232,0.9849711,0.0003671377,0.0006619018,0.01154939,0.0003982678,0.00002812096,0.00007768023,0.00003514885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8462427,"threshold_uncertainty_score":0.9998802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2769654100824236,"score_gpt":0.5942623458695959,"score_spread":0.3172969357871723,"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."}}