{"id":"W2301639249","doi":"10.20381/ruor-14706","title":"Cue utilization by expert pediatric critical care nurses in making clinical judgments related to endotracheal suctioning.","year":2002,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care medicine; Medicine; Endotracheal tube; Medical emergency; Clinical decision making; Nursing; Psychology; Anesthesia; Intubation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005466436,0.000203256,0.0001557386,0.0005126592,0.001056816,0.001840925,0.0003706907,0.0006259435,0.0007987726],"category_scores_gemma":[0.04520244,0.0002473633,0.000142128,0.0003119685,0.001121359,0.001022275,0.00111056,0.0006416637,0.000109457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234758,"about_ca_system_score_gemma":0.002119505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01069274,"about_ca_topic_score_gemma":0.02557956,"domain_scores_codex":[0.9944798,0.003626012,0.0002510914,0.0003098978,0.001027772,0.0003055434],"domain_scores_gemma":[0.9740545,0.01867317,0.003388275,0.0005241999,0.002575516,0.0007844415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005410153,0.0002482482,0.1400323,0.000627143,0.00004461176,0.0008922599,0.6926496,0.000338536,0.008813927,0.0009825029,0.001993861,0.152836],"study_design_scores_gemma":[0.00007349456,0.0007646793,0.2872108,0.001257096,0.0001076095,0.002182867,0.6788399,0.002375817,0.006459854,0.001690044,0.01886199,0.0001759361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918676,0.000856248,0.00151319,0.0003463361,0.00003005505,0.00005937969,0.00002797584,0.00001212401,0.005287231],"genre_scores_gemma":[0.9946561,0.0008089723,0.003307393,0.0002220073,0.000008596097,0.00005767672,0.00003353526,0.000005468494,0.0009004879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01069274,"threshold_uncertainty_score":0.02890962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2995411982234843,"score_gpt":0.5424230088918225,"score_spread":0.2428818106683382,"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."}}