{"id":"W1526816606","doi":"10.1111/1742-6723.12286","title":"A platform for paediatric acute care research","year":2014,"lang":"en","type":"editorial","venue":"Emergency Medicine Australasia","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Emergency medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001825749,0.001049807,0.002134952,0.001093357,0.0006709924,0.000009326587,0.0007351924,0.001872039,0.00296089],"category_scores_gemma":[0.006754541,0.0008122942,0.0008169705,0.001426097,0.0004848178,0.0001253948,0.0002389862,0.003206084,0.0002075365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004140044,"about_ca_system_score_gemma":0.0008374301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002351747,"about_ca_topic_score_gemma":0.0001361884,"domain_scores_codex":[0.9915711,0.0001330908,0.001812574,0.001510582,0.003197644,0.001775029],"domain_scores_gemma":[0.991472,0.001056023,0.0004339393,0.001313953,0.005074973,0.0006491048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003879653,0.00007560303,0.0002604093,0.003708408,0.001031918,0.00005166333,0.002032864,3.611263e-7,0.000116361,0.0001074576,0.9900193,0.002207705],"study_design_scores_gemma":[0.003029515,0.004028998,0.0001233763,0.0009294602,0.00288773,0.000009717759,0.002448187,0.000006331961,0.00007597748,0.0004185251,0.9853773,0.0006648692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005716365,0.02324918,0.00007192898,0.002080451,0.941309,0.002809923,0.000654937,0.0002512291,0.02900167],"genre_scores_gemma":[0.001510794,0.03534053,0.0002502374,0.00004092875,0.9048113,0.000881601,0.004854292,0.0002540104,0.05205634],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03649778,"threshold_uncertainty_score":0.9994328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05889833630413455,"score_gpt":0.4201962989854825,"score_spread":0.361297962681348,"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."}}