{"id":"W3195613038","doi":"","title":"Designing Interactive CPR Manikins for Children: QUT Industrial Design in Collaboration With Clinical Skills Development Services, Metro North Hospital And Health Services","year":2021,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Medical education; Engineering; Engineering management; Computer science; Psychology; Medicine; Mathematics education","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":[0.005812752,0.0006014813,0.0002776003,0.0005580795,0.001869002,0.001953933,0.0009349073,0.0008091196,0.01252773],"category_scores_gemma":[0.007801502,0.0004762645,0.0004661901,0.0003777836,0.001121653,0.001229185,0.002383554,0.001018143,0.001865371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919151,"about_ca_system_score_gemma":0.005654351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00423634,"about_ca_topic_score_gemma":0.01180355,"domain_scores_codex":[0.996241,0.002492848,0.0001390428,0.0002850993,0.0006084868,0.0002335338],"domain_scores_gemma":[0.9966004,0.001225659,0.0001787069,0.0002539424,0.0009815964,0.0007596822],"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":[0.0004763349,0.001951515,0.0163742,0.003122295,0.00006291314,0.002580481,0.1363406,0.01848673,0.06635796,0.02779538,0.06744239,0.6590092],"study_design_scores_gemma":[0.0002280666,0.003186975,0.01201906,0.001415531,0.00007205448,0.002980541,0.07069138,0.02025253,0.01572656,0.00703477,0.8662123,0.000180293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3278307,0.001577745,0.5268559,0.008176275,0.0006843835,0.006317237,0.0006062856,0.002733619,0.1252178],"genre_scores_gemma":[0.2515116,0.001268716,0.6915331,0.0007739221,0.00006184661,0.002413591,0.0003635131,0.0006109967,0.05146264],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01252773,"threshold_uncertainty_score":0.04190946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334933938818711,"score_gpt":0.2669465159102934,"score_spread":0.2535971765221063,"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."}}