{"id":"W4379376201","doi":"","title":"Empathy amongst doctors: an observational study.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Empathy and Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Empathy; Observational study; Medicine; Positive correlation; Clinical psychology; Family medicine; Psychiatry; Internal medicine","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":[0.002221806,0.0001789129,0.0004986635,0.0008069398,0.001506211,0.0007600724,0.0002938666,0.0007954623,0.001732857],"category_scores_gemma":[0.007248887,0.0005091975,0.0004049763,0.0009250992,0.0006680243,0.0007631978,0.001021615,0.001072125,0.0004064286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009716849,"about_ca_system_score_gemma":0.00131715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003723021,"about_ca_topic_score_gemma":0.007123196,"domain_scores_codex":[0.9984803,0.0006042066,0.0002106391,0.0001752208,0.0003098164,0.0002198072],"domain_scores_gemma":[0.9949661,0.001666785,0.00192912,0.0001667685,0.000483836,0.0007873155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00027375,0.001445802,0.9567295,0.0003714403,0.00003827587,0.001457998,0.03216296,0.00004210968,0.0008293639,0.00006058192,0.000540667,0.006047482],"study_design_scores_gemma":[0.00008455653,0.003665071,0.9523863,0.0001624431,0.00004191189,0.002860918,0.03857069,0.0001455116,0.0002278976,0.0000563658,0.001762891,0.00003544209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992158,0.000138632,0.00005825183,0.00005131507,0.000004165297,0.00009395377,0.0001043598,0.00000128015,0.0003322531],"genre_scores_gemma":[0.9987667,0.0002572893,0.0002990985,0.0001575877,0.00001106949,0.0001588538,0.0001255014,9.107367e-7,0.0002231453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003723021,"threshold_uncertainty_score":0.01175016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203978976985466,"score_gpt":0.3636405217440087,"score_spread":0.1596615447585427,"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."}}