{"id":"W4386585402","doi":"10.1097/01.eem.0000921008.08589.86","title":"Practice Management","year":2023,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Worry; General surgery; Psychoanalysis; Psychology; Art; Psychiatry; Anxiety","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002212706,0.0006313328,0.0004408224,0.001513094,0.002327568,0.003353217,0.001901619,0.002744637,0.4727638],"category_scores_gemma":[0.024137,0.0003018242,0.0005238858,0.000871942,0.0006347582,0.002731911,0.00440941,0.003380202,0.2283423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273393,"about_ca_system_score_gemma":0.008452018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312388,"about_ca_topic_score_gemma":0.004485835,"domain_scores_codex":[0.9972145,0.000842893,0.0002371481,0.0003171874,0.001019387,0.0003689195],"domain_scores_gemma":[0.9826341,0.001879519,0.0008225209,0.0009297639,0.005674055,0.008059915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001442409,0.00007604902,0.0004780896,0.00008165183,0.000002402544,0.0002311822,0.0001668233,0.00001667836,0.00003278651,0.001369675,0.8856042,0.1119259],"study_design_scores_gemma":[0.00002862429,0.00002949355,0.0009932028,0.0005137264,0.000002813107,0.000808383,0.0005796525,0.00005520962,0.00002499564,0.002440429,0.9945147,0.000008716665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003568626,0.005528506,0.006823647,0.1371521,0.01654258,0.00146419,0.001580199,0.001757968,0.8255823],"genre_scores_gemma":[0.0297954,0.01187981,0.01474024,0.1011564,0.01024176,0.002500548,0.003225736,0.0009833942,0.8254767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5272362,"threshold_uncertainty_score":0.7520385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277647945661679,"score_gpt":0.5282131336995459,"score_spread":0.400448339133378,"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."}}