{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535182,0.0002993545,0.0003032196,0.001255105,0.003723228,0.001220633,0.0010692,0.0003672067,0.001369822],"category_scores_gemma":[0.008829168,0.0002962569,0.0003752445,0.002713182,0.0005614624,0.0005837804,0.001293774,0.0006629627,0.00009176443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02894474,"about_ca_system_score_gemma":0.03016366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966491,"about_ca_topic_score_gemma":0.9813455,"domain_scores_codex":[0.9981456,0.0002111853,0.0001345236,0.0001184355,0.0006767745,0.000713443],"domain_scores_gemma":[0.9966465,0.0003035716,0.0008324885,0.00005471378,0.001347,0.0008157925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001576549,0.00009113766,0.9443402,0.0002466704,0.00004939946,0.0009666455,0.02420369,0.000164976,0.000226909,0.0001967667,0.004786228,0.02456977],"study_design_scores_gemma":[0.000007721199,0.00003176797,0.9656561,0.0001556775,0.00001449092,0.0002946356,0.03112923,0.0001395376,0.00006815589,0.00002660159,0.002455642,0.00002046829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944867,0.000975664,0.00003791873,0.0007969642,0.00001626377,0.00003590611,0.0008356745,0.000004878936,0.002810032],"genre_scores_gemma":[0.9980254,0.0009475029,0.0001333032,0.0001814644,0.000006409239,0.00002448412,0.0003886166,0.000002124565,0.0002907008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03350902,"threshold_uncertainty_score":0.2100098,"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."}}