{"id":"W2130212718","doi":"10.1186/s13063-015-0922-8","title":"Prevention of vitamin D deficiency in children following cardiac surgery: study protocol for a randomized controlled trial","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University; Children's Hospital of Eastern Ontario; McGill Genome Centre; University of Ottawa","funders":"Groupe canadien de recherche en soins intensifs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Randomized controlled trial; vitamin D deficiency; Protocol (science); Cardiac surgery; Vitamin D and neurology; Alternative medicine; Physical therapy; Intensive care medicine; Bioinformatics; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02285777,0.00692001,0.01520983,0.001842594,0.002868088,0.004023774,0.003405706,0.007372107,0.06538615],"category_scores_gemma":[0.02807325,0.002794049,0.006443476,0.00327591,0.003061831,0.003881135,0.001891705,0.006906415,0.007523868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004013694,"about_ca_system_score_gemma":0.01114208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668913,"about_ca_topic_score_gemma":0.004670426,"domain_scores_codex":[0.9826859,0.01028872,0.002328445,0.001672022,0.001431238,0.001593607],"domain_scores_gemma":[0.9885295,0.003512717,0.002889768,0.001244826,0.002371864,0.001451273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9459403,0.005140665,0.0006501107,0.02171921,0.003704403,0.0001351976,0.0001605732,0.0006857902,0.0007996311,0.001533577,0.0080277,0.01150281],"study_design_scores_gemma":[0.9782715,0.008760521,0.0008740167,0.001865128,0.001208662,0.00002502423,0.00005291025,0.0007973286,0.0001859324,0.0009450311,0.006974888,0.00003900308],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003499457,0.00101438,0.001444026,0.0003856831,0.0006949602,0.9900494,0.001793609,0.0001366668,0.0009818552],"genre_scores_gemma":[0.003524689,0.0003189257,0.001744662,0.0002461261,0.00008470782,0.993468,0.0001892545,0.000006679525,0.0004169173],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06538615,"threshold_uncertainty_score":0.2187384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426759120424165,"score_gpt":0.466052777269379,"score_spread":0.3233768652269625,"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."}}