{"id":"W4403606131","doi":"10.61707/cgwvbg87","title":"Development and Validation of the Emergency Medical Technicians Occupational Stress Scale","year":2024,"lang":"en","type":"article","venue":"International Journal of Religion","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational stress; Scale (ratio); Forensic engineering; Medical emergency; Psychology; Medicine; Engineering; Clinical psychology; Geography; Cartography","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":[0.007319812,0.0003489085,0.000482455,0.001060416,0.0005746153,0.0007734402,0.0005849392,0.0003244368,0.001971309],"category_scores_gemma":[0.01019365,0.0003213091,0.0006382923,0.0005519195,0.0003295043,0.0004795616,0.001184623,0.0007366443,0.0004173148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005545201,"about_ca_system_score_gemma":0.001883936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007418498,"about_ca_topic_score_gemma":0.001996351,"domain_scores_codex":[0.9967837,0.001072104,0.0006394499,0.0001582685,0.00119947,0.0001470247],"domain_scores_gemma":[0.9944174,0.001646303,0.0008738558,0.0002690794,0.002336917,0.0004563183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000797065,0.00403626,0.704212,0.001003483,0.0001901635,0.0004140604,0.01677252,0.0008885994,0.009164963,0.001058133,0.006515107,0.2549477],"study_design_scores_gemma":[0.0001782159,0.003086236,0.9738708,0.000356312,0.00005630335,0.0002785178,0.008186962,0.001303543,0.001692223,0.0004356513,0.01050624,0.00004909685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787442,0.0002815759,0.006359756,0.0003561649,0.0001169642,0.008363921,0.001002795,0.00005194363,0.004722676],"genre_scores_gemma":[0.9374128,0.0006450409,0.0386376,0.000278983,0.00007310847,0.01872956,0.00173672,0.0000183755,0.002467824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007319812,"threshold_uncertainty_score":0.03871131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046084811490446,"score_gpt":0.3746258041091646,"score_spread":0.3541649559942602,"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."}}