{"id":"W2985355111","doi":"10.1111/nuf.12413","title":"Are perspective‐taking outcomes always positive? Challenges and mitigation strategies","year":2019,"lang":"en","type":"article","venue":"Nursing Forum","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Perspective (graphical); Psychological intervention; Interpersonal communication; Intervention (counseling); Psychology; Health care; Patient satisfaction; Interpersonal relationship; Medicine; Nursing; Social psychology; Political science","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":[0.00007762472,0.0001087805,0.000156325,0.00008437207,0.0001205134,0.00003533285,0.00005861371,0.0001014567,0.0002969714],"category_scores_gemma":[0.000008869803,0.0001042575,0.00006684906,0.00004119231,0.00006101063,0.0002102706,0.000009226335,0.0001517155,0.0001279608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009445841,"about_ca_system_score_gemma":0.00001301751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240943,"about_ca_topic_score_gemma":0.0001163522,"domain_scores_codex":[0.9991563,0.00006033242,0.0001425995,0.0002511885,0.00008450847,0.0003050995],"domain_scores_gemma":[0.9995165,0.00003265644,0.0001615952,0.000156077,0.0000667602,0.0000664492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005775746,0.0003300861,0.08936881,0.00002629235,0.00003513296,0.000006892464,0.01301588,5.734102e-7,0.0001504772,0.7747824,0.001080319,0.1211454],"study_design_scores_gemma":[0.0003615672,0.0002018864,0.8699425,0.0002863182,0.00001633287,0.00001362115,0.12118,0.000007986919,0.00002424189,0.007567572,0.0002936879,0.0001042688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816785,0.005849976,0.00005076089,0.01238922,0.001256165,0.0002470836,0.00001435034,0.00008213731,0.09843188],"genre_scores_gemma":[0.9985198,0.00002407466,0.00009373445,0.000196478,0.00003997176,0.0000135221,0.000004978392,0.00001566573,0.001091771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7805737,"threshold_uncertainty_score":0.4251496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07283487440983952,"score_gpt":0.4170770376612328,"score_spread":0.3442421632513932,"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."}}