{"id":"W2997692510","doi":"10.4037/ajcc2020627","title":"Motivators and Stressors for Canadian Research Coordinators in Critical Care: The MOTIVATE Survey","year":2020,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Ethics in medical practice","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; McMaster University; Thrombosis and Atherosclerosis Research Institute; CARE Canada","funders":"","keywords":"Stressor; Workload; Likert scale; Job satisfaction; Nursing; Medicine; Demographics; Work (physics); Psychology; Medical education; Family medicine; Social psychology; Clinical psychology; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.008755577,0.0001800423,0.0005464558,0.0002304093,0.001386686,0.00004738066,0.0005774426,0.0002281887,0.0001081534],"category_scores_gemma":[0.284901,0.000131774,0.00008346398,0.0008855155,0.003563409,0.0002264016,0.0001615957,0.008055813,0.00001083745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004905618,"about_ca_system_score_gemma":0.00244489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03966555,"about_ca_topic_score_gemma":0.03200043,"domain_scores_codex":[0.9860502,0.01072309,0.0008319884,0.0003230361,0.0009882301,0.001083465],"domain_scores_gemma":[0.9153492,0.07889636,0.0001394755,0.0002361909,0.003742015,0.00163676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001259298,0.0001149955,0.72712,0.003045012,0.00006993789,0.0005852053,0.1358288,0.00001658825,0.00003737317,0.104319,0.0113902,0.01621347],"study_design_scores_gemma":[0.001221551,0.002521484,0.1448276,0.0005706833,0.00008557773,0.00001843633,0.8294683,0.00006849072,0.00004672542,0.007840212,0.01299953,0.0003314647],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7174981,0.001748123,0.0003368953,0.2760077,0.0008248618,0.0006949042,0.0002802682,0.00001620642,0.002592991],"genre_scores_gemma":[0.9910755,0.00004305369,0.0005635608,0.007767937,0.0004676036,0.00002738483,0.000005568629,0.000043628,0.000005740484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6936395,"threshold_uncertainty_score":0.9999134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791686091601088,"score_gpt":0.5849890464826264,"score_spread":0.3058204373225176,"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."}}