{"id":"W4388894737","doi":"10.1371/journal.pone.0294597","title":"Family caregivers’ emotional and communication needs in Canadian pediatric emergency departments","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba; Children's Hospital Research Institute of Manitoba; McMaster University; Centre Hospitalier Universitaire Sainte-Justine; Western University; Dalhousie University; University of Calgary; University of Ottawa; Women and Children’s Health Research Institute; University of Alberta","funders":"Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; MEDLINE; Medical emergency; Family medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001018386,0.0000614905,0.0001043856,0.0004070663,0.00006591747,0.0000052493,0.00005045975,0.00005090392,0.000107465],"category_scores_gemma":[0.00003293623,0.00006659887,0.00001374655,0.0004515772,0.000009970448,0.00005335151,0.00002824232,0.00009061835,0.00004238974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008666052,"about_ca_system_score_gemma":0.0001457742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009771641,"about_ca_topic_score_gemma":0.0195829,"domain_scores_codex":[0.9994233,0.00002063631,0.0001196612,0.00008326524,0.0001659485,0.0001872344],"domain_scores_gemma":[0.9996498,0.00001491945,0.00002099722,0.0001283402,0.0000568538,0.0001290536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008360601,0.00001626396,0.9955603,0.0000672807,0.00003169942,0.00001499789,0.002301765,1.904259e-7,0.0001384899,0.00006129094,0.001728109,0.0000712348],"study_design_scores_gemma":[0.0004570327,0.00002636308,0.9981257,0.00003646891,0.00005777267,0.000001348021,0.0003182291,0.0001141525,0.0000443305,0.00008542014,0.0006412207,0.00009194928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879062,0.0003187706,1.127154e-7,0.0006332898,0.00004084888,0.0002084342,0.0000422591,0.00003270153,0.01081744],"genre_scores_gemma":[0.9960944,0.002003513,0.0002901904,0.00009688312,0.00004490593,0.00001985841,0.0008548492,0.000008467826,0.0005869058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023053,"threshold_uncertainty_score":0.9983072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201439312155775,"score_gpt":0.2456014620818584,"score_spread":0.2035870689603007,"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."}}