{"id":"W1517084193","doi":"10.1080/10903120290938076","title":"T HE C HALLENGES OF R ESPONDING TO “H IGH-TECH ” C ARDIAC I MPLANT P ATIENTS IN C RISIS","year":2002,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Technician; Emergency department; Medical emergency; Patient care; Emergency medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009114188,0.0002261738,0.0003324115,0.0001768828,0.00003007732,0.000007205866,0.0002920542,0.0001198648,0.001512018],"category_scores_gemma":[0.00005711622,0.0002418216,0.0001356178,0.000435568,0.000008383176,0.0001580135,0.00007979848,0.0001705776,0.0001955702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009451112,"about_ca_system_score_gemma":0.00000407438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003080724,"about_ca_topic_score_gemma":0.00006575555,"domain_scores_codex":[0.9984246,0.00003026187,0.000524413,0.0003102804,0.0003367336,0.0003736816],"domain_scores_gemma":[0.999336,0.00002235591,0.00004877138,0.0003694392,0.0000650093,0.0001584383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003625194,0.0003582208,0.8675075,0.003191338,0.0004769429,0.0001204654,0.04223385,0.02532859,0.009930967,0.001294542,0.01105675,0.03846458],"study_design_scores_gemma":[0.002870183,0.001592663,0.7851348,0.001542751,0.0004126604,0.00001881554,0.02005282,0.02935553,0.09558999,0.001427121,0.05600751,0.005995192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841092,0.006646329,0.0001054636,0.00003571088,0.001165091,0.0003642796,0.00007183261,0.0001707388,0.007331306],"genre_scores_gemma":[0.9992643,0.0002096991,0.0002787694,0.000008102092,0.00004719717,0.00006466519,0.00001327242,0.00004725789,0.00006675823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08565902,"threshold_uncertainty_score":0.9994007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521371966646125,"score_gpt":0.2226805719879674,"score_spread":0.2074668523215061,"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."}}