{"id":"W2972773775","doi":"10.32378/ijp.v4i2.210","title":"Wellbeing series: Empathy and paramedic wellbeing","year":2019,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Empathy; Irish; Psychology; Medical education; Medicine; Nursing; Psychiatry; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001307706,0.000219109,0.0006721968,0.0002674986,0.0002252796,0.00001074644,0.0002212634,0.0002391006,0.0004743954],"category_scores_gemma":[0.003477766,0.0001635164,0.00009839345,0.0002550428,0.0001790416,0.0002936113,0.00008489413,0.001486005,0.0001475548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009794728,"about_ca_system_score_gemma":0.0002410952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004922186,"about_ca_topic_score_gemma":0.000004432315,"domain_scores_codex":[0.9972713,0.0003644734,0.001128272,0.0002027151,0.0005569078,0.0004763331],"domain_scores_gemma":[0.9946496,0.002304856,0.0008467013,0.0002505335,0.001614646,0.0003336334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000841403,0.00006584882,0.5180082,0.0007942694,0.0002340117,0.0006665003,0.02502393,0.00004769694,0.003305097,0.0007695137,0.4454902,0.004753407],"study_design_scores_gemma":[0.0137423,0.006643492,0.1705507,0.03086953,0.0005226463,0.001866687,0.2277884,0.0004256534,0.0005258467,0.00338864,0.5425992,0.001076865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972433,0.002689902,0.0004048742,0.002980671,0.009296802,0.000401337,0.000007449724,0.0000276666,0.01175831],"genre_scores_gemma":[0.9869406,0.0009703873,0.0006490557,0.008435666,0.001165509,0.000005134374,0.000008498763,0.00003298474,0.001792151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474575,"threshold_uncertainty_score":0.6668004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05488066894740283,"score_gpt":0.3776780371434249,"score_spread":0.3227973681960221,"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."}}