{"id":"W6913096849","doi":"10.5683/sp3/ifmgqa","title":"Smart Discharges Uganda Under 5: Phase II clinical data of children 6-60 months - pulse oximetry","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University","funders":"","keywords":"Cohort; Research ethics; Cohort study; Prospective cohort study; Ethics committee; Data collection; Observational study; Electronic data; Psychological intervention","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005767792,0.0007503293,0.001018088,0.0007980905,0.001317531,0.00133201,0.001048457,0.0006881282,0.003747743],"category_scores_gemma":[0.01198537,0.0009076976,0.001242057,0.001662189,0.0005595269,0.000987552,0.002022126,0.001481848,0.001644076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015711,"about_ca_system_score_gemma":0.004005738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009621776,"about_ca_topic_score_gemma":0.01164233,"domain_scores_codex":[0.9968244,0.001654296,0.000385366,0.0003359532,0.0004204097,0.0003795754],"domain_scores_gemma":[0.9925179,0.001121142,0.002294527,0.001302569,0.001734583,0.001029227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03166764,0.005974721,0.8817562,0.001960779,0.0009784683,0.0006959994,0.002986294,0.001090377,0.002017937,0.0008369156,0.03241665,0.03761799],"study_design_scores_gemma":[0.007011917,0.01030251,0.9495212,0.0006302237,0.0004132181,0.0006964317,0.001706368,0.0004508102,0.0009026981,0.0002362734,0.02803954,0.00008879533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8442521,0.0008491647,0.00241343,0.0004425988,0.0001485419,0.02365721,0.1229271,0.00009423252,0.005215603],"genre_scores_gemma":[0.7179264,0.0009954172,0.01040978,0.0009737011,0.000176436,0.06510838,0.2008329,0.0001390528,0.003437763],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.009621776,"threshold_uncertainty_score":0.03050339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06678465366405006,"score_gpt":0.3907398866765807,"score_spread":0.3239552330125307,"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."}}