{"id":"W3041002385","doi":"10.1186/s12875-020-01206-w","title":"Patient and caregiver perspectives on early identification for advance care planning in primary healthcare settings","year":2020,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Frailty Network","keywords":"Medicine; Advance care planning; Identification (biology); Stakeholder; Focus group; Health care; Qualitative research; Family medicine; Nursing; Gerontology; Palliative care","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":[0.01387714,0.0002790013,0.0003429644,0.0006225369,0.005610308,0.004045408,0.000634598,0.001028643,0.002581685],"category_scores_gemma":[0.03096229,0.0003117343,0.0003879694,0.0006900839,0.00246867,0.001515563,0.003045092,0.001705545,0.0001772511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004300446,"about_ca_system_score_gemma":0.006908034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394103,"about_ca_topic_score_gemma":0.02191648,"domain_scores_codex":[0.9879724,0.00923338,0.000509424,0.0002372066,0.0008383536,0.001209238],"domain_scores_gemma":[0.9715836,0.01739093,0.00349567,0.0004294823,0.002704886,0.004395433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002578681,0.0001478174,0.06981222,0.0004518844,0.0000375577,0.002795734,0.9001536,0.0001349068,0.0005737699,0.001145748,0.003209319,0.02127957],"study_design_scores_gemma":[0.00002760077,0.000260521,0.02923655,0.0004915187,0.0000315476,0.001476967,0.9557008,0.0001403476,0.0002567876,0.0003982158,0.01193896,0.00004021703],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850562,0.001402179,0.0003495152,0.005792832,0.00007893814,0.00006885179,0.00006582759,0.000007569274,0.007178002],"genre_scores_gemma":[0.9984241,0.0005350932,0.0002446842,0.0005011825,0.00001650297,0.00002508356,0.0000207627,0.00000170176,0.0002309245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394103,"threshold_uncertainty_score":0.07339019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178879454588074,"score_gpt":0.4106623660480306,"score_spread":0.2927744205892231,"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."}}