{"id":"W2894202377","doi":"10.32378/ijp.v3i2.117","title":"Empathy Levels in Canadian Paramedic Students: A Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Empathy; Mental health; Psychology; Substance abuse; Medicine; Longitudinal study; Clinical psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002451065,0.0003468944,0.0004993028,0.001829427,0.006317932,0.002066732,0.001391443,0.000976556,0.002049471],"category_scores_gemma":[0.005511364,0.0004516295,0.0006330844,0.002744294,0.001063844,0.0007734398,0.001654791,0.002180375,0.000426394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02323623,"about_ca_system_score_gemma":0.02779993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9575817,"about_ca_topic_score_gemma":0.9767238,"domain_scores_codex":[0.9979596,0.0002143575,0.00006602755,0.0002356029,0.0007590117,0.0007654354],"domain_scores_gemma":[0.9944886,0.0002164548,0.0007200678,0.0001249194,0.002518048,0.001931814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004104344,0.0002124923,0.9777048,0.00001842395,0.00002204362,0.00009513944,0.01470379,0.00002005738,0.0001810236,0.00007126416,0.0008745764,0.006055375],"study_design_scores_gemma":[0.000003441843,0.00004963432,0.9887275,0.00002036019,0.000007398064,0.00003683023,0.0100732,0.00006387388,0.00003422187,0.00001224072,0.0009588993,0.0000123671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984332,0.0001213986,0.0000274529,0.0002425684,0.000009939312,0.00002905777,0.0002126329,0.000002335333,0.0009213056],"genre_scores_gemma":[0.9984023,0.000213358,0.0001218091,0.0001419999,0.000004762955,0.00003913074,0.0002816645,0.000002626952,0.0007922501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0424183,"threshold_uncertainty_score":0.1685914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08863093091942811,"score_gpt":0.4303618211424082,"score_spread":0.3417308902229801,"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."}}