{"id":"W3165868054","doi":"10.1186/s12904-021-00817-z","title":"Advance care planning conversations in primary care: a quality improvement project using the Serious Illness Care Program","year":2021,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Canadian Frailty Network; Government of Canada; McMaster University","keywords":"Advance care planning; Thematic analysis; Nursing; Preparedness; Health care; Medicine; Palliative care; End-of-life care; Psychology; Qualitative research; Family medicine","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":[0.01685769,0.0005228614,0.0005103754,0.0009113651,0.005630033,0.001412634,0.002037464,0.0009296786,0.001172218],"category_scores_gemma":[0.01561677,0.0007506888,0.0006551173,0.001066594,0.002685101,0.001112783,0.004589365,0.002369194,0.0001400444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01942908,"about_ca_system_score_gemma":0.06990238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1762709,"about_ca_topic_score_gemma":0.2644579,"domain_scores_codex":[0.9885479,0.006459639,0.0004766009,0.0008089776,0.001678525,0.00202835],"domain_scores_gemma":[0.9727986,0.004455113,0.002184233,0.001492116,0.003817311,0.01525262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002664202,0.05921096,0.2492978,0.002095888,0.0002578014,0.001632913,0.2141716,0.002241499,0.007720256,0.000726436,0.007736268,0.4522445],"study_design_scores_gemma":[0.003754849,0.03283857,0.8580289,0.0004788814,0.0002616973,0.0004837183,0.08248581,0.002503769,0.00363399,0.0003600673,0.01503795,0.0001318539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925815,0.0001179602,0.0009506819,0.001017876,0.00002497426,0.004086394,0.0001648797,0.00006055065,0.000995177],"genre_scores_gemma":[0.9729732,0.0004050198,0.01962006,0.0008442669,0.00003738049,0.004709605,0.0004652466,0.00001822133,0.0009271074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1762709,"threshold_uncertainty_score":0.3504899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1535250617931654,"score_gpt":0.466702360852298,"score_spread":0.3131772990591327,"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."}}