{"id":"W1486593995","doi":"10.1111/hex.12384","title":"‘Talk to me’: a mixed methods study on preferred physician behaviours during end‐of‐life communication from the patient perspective","year":2015,"lang":"en","type":"article","venue":"Health Expectations","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"Government of Canada; Hamilton Health Sciences","keywords":"Perspective (graphical); Qualitative property; Qualitative research; Deferral; Qualitative analysis; Medicine; Psychology; Nursing; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04841436,0.0007903889,0.00154442,0.002720521,0.004836763,0.004379136,0.002086564,0.002341362,0.003236033],"category_scores_gemma":[0.06311225,0.001152921,0.001339557,0.002458724,0.0027134,0.003999,0.003511422,0.002104059,0.0005042672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004211571,"about_ca_system_score_gemma":0.006763848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890851,"about_ca_topic_score_gemma":0.01328495,"domain_scores_codex":[0.9566517,0.03412784,0.002808599,0.002166382,0.002352597,0.001892938],"domain_scores_gemma":[0.9374679,0.046736,0.006390749,0.002276021,0.005300159,0.001829191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008034667,0.002403872,0.04545742,0.002589709,0.000257158,0.0007944142,0.9049757,0.0001058254,0.001226502,0.0009608261,0.00125331,0.03917186],"study_design_scores_gemma":[0.0004034487,0.005250794,0.06294978,0.002695885,0.0002376397,0.0006437731,0.9131413,0.000837092,0.001088115,0.001347505,0.01122389,0.0001808213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887543,0.001265793,0.003648212,0.001084637,0.00007357494,0.003245927,0.0003287995,0.0000161048,0.001582783],"genre_scores_gemma":[0.9600499,0.001614448,0.01562604,0.003389035,0.0001075342,0.0168185,0.0003927755,0.00004598683,0.001955816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841436,"threshold_uncertainty_score":0.2560427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.260166367335227,"score_gpt":0.5243984066750902,"score_spread":0.2642320393398632,"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."}}