{"id":"W4404082634","doi":"10.1017/s1478951524001081","title":"Exploring patient awareness of palliative care - optimal timing and preferred approaches","year":2024,"lang":"en","type":"article","venue":"Palliative & Supportive Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Thematic analysis; Palliative care; Psychology; Qualitative research; Medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001080337,0.0004798147,0.0009698876,0.0003123999,0.00009678216,0.00003050548,0.0001331529,0.0001428838,0.00006572552],"category_scores_gemma":[0.0003356208,0.0004078262,0.0003015097,0.000493665,0.0003459743,0.0003246902,0.0001788799,0.0003557082,0.000008335355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318859,"about_ca_system_score_gemma":0.0003779065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268445,"about_ca_topic_score_gemma":0.00002741723,"domain_scores_codex":[0.9973166,0.0001131656,0.0007486498,0.0007782013,0.0005895917,0.0004537879],"domain_scores_gemma":[0.9977434,0.0003970447,0.0002977293,0.0003284747,0.00100239,0.0002309391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004753365,0.0001195246,0.4833441,0.00932483,0.0009398792,0.000194405,0.4681138,0.0001699709,0.001509333,0.0007453467,0.0001026245,0.03496084],"study_design_scores_gemma":[0.00172191,0.002075604,0.1646014,0.01303849,0.000912499,0.000003702221,0.5782998,0.0009088991,0.2332397,0.00006811403,0.004337435,0.000792394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574783,0.03644253,0.001325551,0.00009946038,0.0003087672,0.0008583317,0.0006038062,0.0001114625,0.002771776],"genre_scores_gemma":[0.9926594,0.002354454,0.00396248,0.00003342948,0.0001262125,0.0002626257,0.0004746255,0.00007244408,0.00005428017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3187427,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4590875821308378,"score_gpt":0.4202796571968115,"score_spread":0.03880792493402629,"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."}}