{"id":"W6901657302","doi":"10.60692/pjj1q-18s48","title":"Mixed methods study protocol for combining stakeholder-led rapid evaluation with near real-time continuous registry data to facilitate evaluations of quality of care in intensive care units","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Psychological intervention; Data collection; Intensive care; Health care; Process (computing); Quality (philosophy)","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":[0.1372318,0.003797032,0.003893459,0.003862657,0.00451443,0.004277366,0.00440308,0.004676308,0.07741199],"category_scores_gemma":[0.1031156,0.002767181,0.002715108,0.004805206,0.002556839,0.003236052,0.003816993,0.007222711,0.02144033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004385906,"about_ca_system_score_gemma":0.02146503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003164266,"about_ca_topic_score_gemma":0.005623867,"domain_scores_codex":[0.9076816,0.07194661,0.008416678,0.005127417,0.004613623,0.002214122],"domain_scores_gemma":[0.892817,0.04829204,0.008741699,0.01843848,0.02856138,0.003149525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07707638,0.02227251,0.004773628,0.04946928,0.001431778,0.0009954647,0.0202798,0.005152203,0.00835696,0.05857784,0.2192895,0.5323246],"study_design_scores_gemma":[0.1275298,0.03022698,0.01765887,0.02825598,0.001118687,0.0003257009,0.01179997,0.01417394,0.01179671,0.05653002,0.6998167,0.000766611],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001300241,0.0001205542,0.01454548,0.0002946868,0.0003630494,0.9796929,0.001816596,0.0001699797,0.00169644],"genre_scores_gemma":[0.0005852306,0.00003232465,0.008015438,0.0001149063,0.00001450009,0.9909368,0.00007902658,0.000007858119,0.0002138568],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1372318,"threshold_uncertainty_score":0.7257597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4130655952030289,"score_gpt":0.4464734600760814,"score_spread":0.03340786487305242,"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."}}