{"id":"W3134185179","doi":"10.1177/0969733020983392","title":"The Surprise Question and Serious Illness Conversations: A pilot study","year":2021,"lang":"en","type":"article","venue":"Nursing Ethics","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Centre for Advancing Health Outcomes; Providence Health Care","funders":"","keywords":"Surprise; Conversation; Psychological intervention; Intervention (counseling); Medicine; Health care; Psychology; Nursing; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001470534,0.0001105432,0.0001500508,0.0000404438,0.004835694,0.00004150776,0.0001938079,0.000171225,0.00001612083],"category_scores_gemma":[0.004445095,0.00009421749,0.00001512708,0.0002614883,0.0002445216,0.0001135216,0.000108442,0.002085946,0.00003453407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215328,"about_ca_system_score_gemma":0.001229647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000790999,"about_ca_topic_score_gemma":0.002795207,"domain_scores_codex":[0.9933315,0.005305779,0.0004559383,0.000246214,0.0003592364,0.0003013527],"domain_scores_gemma":[0.9923791,0.005386453,0.0002144418,0.0008318368,0.001081258,0.0001069534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003251722,0.001057045,0.1259578,0.0005479648,0.000062033,0.00001283956,0.7762239,0.00001917478,0.0001915083,0.05991702,0.003599413,0.03208613],"study_design_scores_gemma":[0.002629628,0.0009516662,0.1759632,0.002303471,0.0001034362,0.00001530778,0.7629101,0.0009251364,0.00005346449,0.02572313,0.02797504,0.0004464069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530474,0.01344432,0.0005530139,0.2176236,0.006630965,0.003705479,0.00002742751,0.0004813337,0.004486482],"genre_scores_gemma":[0.9963795,0.0006493396,0.0004186394,0.001574919,0.00009009773,0.0002265035,0.00002147491,0.00002383497,0.0006157256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433321,"threshold_uncertainty_score":0.9964599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.444454134287968,"score_gpt":0.5273430776803517,"score_spread":0.08288894339238373,"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."}}