{"id":"W4410842528","doi":"10.1055/a-2604-8329","title":"Parents and Health Care Providers' Perspectives on Vital Signs Monitoring Technologies in the Neonatal Intensive Care Unit: An International Survey","year":2025,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; McGill University","funders":"","keywords":"Medicine; Neonatal intensive care unit; Respondent; Vital signs; Test (biology); Intensive care; Workload; Health care; Family medicine; Pediatrics; Nursing; Medical emergency; Intensive care medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003837755,0.000196358,0.000273581,0.0008752155,0.0004837771,0.0008716846,0.0002658551,0.0006029041,0.001273456],"category_scores_gemma":[0.01410074,0.0002627546,0.0003567618,0.001152751,0.0003395045,0.00104701,0.0008077102,0.0006451154,0.0002098765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040031,"about_ca_system_score_gemma":0.0004295155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972321,"about_ca_topic_score_gemma":0.002830218,"domain_scores_codex":[0.9969184,0.001873686,0.0003400841,0.0001608321,0.0003859563,0.0003209654],"domain_scores_gemma":[0.9895124,0.004582674,0.003692466,0.0002032218,0.001120349,0.0008888725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008215393,0.0000801038,0.969247,0.0001021299,0.00002796739,0.0003377343,0.02009665,0.00005494895,0.0003233397,0.00004936615,0.0005195548,0.009078901],"study_design_scores_gemma":[0.00000856991,0.0003642052,0.9244231,0.0001293007,0.00002637224,0.0006798216,0.07213926,0.0002558165,0.000205898,0.00002385248,0.001726871,0.00001709225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980037,0.0002815314,0.0001399543,0.0003677545,0.000008959343,0.00002186722,0.0002601989,0.000003025458,0.0009131625],"genre_scores_gemma":[0.9986566,0.0005514313,0.0001758914,0.0002231329,0.00001225669,0.00004319181,0.0001858487,0.000001929057,0.0001495892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003972321,"threshold_uncertainty_score":0.02029622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915137162643504,"score_gpt":0.4426965906798941,"score_spread":0.3835452190534591,"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."}}