{"id":"W2750584867","doi":"10.3747/co.24.3527","title":"Experiences of Canadian Oncologists with Difficult Patient Deaths and Coping Strategies Used","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Coping (psychology); Family medicine; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002193128,0.0002907219,0.0003575689,0.0008436044,0.01010017,0.002148568,0.001248251,0.00115493,0.003656214],"category_scores_gemma":[0.0111381,0.0003113048,0.0004214923,0.001006073,0.002468872,0.0008488399,0.002796473,0.002028903,0.000260244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739419,"about_ca_system_score_gemma":0.02288513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7038715,"about_ca_topic_score_gemma":0.8676634,"domain_scores_codex":[0.9968555,0.0009317913,0.0001165941,0.0001555065,0.0007647314,0.001175955],"domain_scores_gemma":[0.9926651,0.001298881,0.001585443,0.0001332251,0.001496953,0.002820418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003443223,0.000211448,0.2978523,0.0005434678,0.0001298969,0.004007439,0.6137031,0.0002845868,0.001205521,0.001353681,0.03023558,0.05012865],"study_design_scores_gemma":[0.00004520893,0.0001799209,0.1793281,0.0005326182,0.00005355464,0.002434898,0.7541714,0.0002571025,0.000266844,0.0002289925,0.06238474,0.0001166467],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790862,0.001904651,0.0002056438,0.007357235,0.000168479,0.00005818312,0.0001852142,0.00001929859,0.01101511],"genre_scores_gemma":[0.9942931,0.001257035,0.000260197,0.001895564,0.00003423343,0.00002509736,0.0001449765,0.00001017557,0.002079716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7038715,"threshold_uncertainty_score":0.5957448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3511777974646471,"score_gpt":0.4979423885831326,"score_spread":0.1467645911184854,"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."}}