{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475321,0.0007416621,0.0004415713,0.001070057,0.002781716,0.003503805,0.0006399692,0.001999505,0.06968556],"category_scores_gemma":[0.008562228,0.0002251949,0.0003803953,0.0006929035,0.001702907,0.004113977,0.004446663,0.005279606,0.01518413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904992,"about_ca_system_score_gemma":0.002789585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514179,"about_ca_topic_score_gemma":0.003579825,"domain_scores_codex":[0.9983182,0.0006313645,0.00009485711,0.0001256257,0.0006014763,0.0002285064],"domain_scores_gemma":[0.994018,0.001393894,0.0002929602,0.0001766534,0.001413624,0.002704902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001097234,0.00005835327,0.0001905376,0.0001330394,0.000002822753,0.00005914464,0.0008847283,0.00001281073,0.0001087769,0.001790067,0.9509823,0.04576644],"study_design_scores_gemma":[0.000008947018,0.00007436962,0.003085362,0.0006634835,0.00000605751,0.0003193838,0.002382434,0.00002148506,0.0001823755,0.002320476,0.9909216,0.00001409392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007635347,0.05063011,0.001604727,0.4385688,0.189894,0.0002987539,0.0006323041,0.0003202653,0.3104157],"genre_scores_gemma":[0.07210474,0.08631495,0.003056654,0.08401442,0.103292,0.000764524,0.001172434,0.0006796129,0.6486007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06968556,"threshold_uncertainty_score":0.2331215,"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."}}