{"id":"W4391127160","doi":"10.46747/cfp.700168","title":"A GUIDE to help patients and families better understand serious illnesses","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Canadian Hospice Palliative Care Association","funders":"","keywords":"Palliative care; Advance care planning; Medicine; End-of-life care; Component (thermodynamics); Nursing; Data science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003666353,0.0001642503,0.000265552,0.0002944864,0.00005958623,0.00003844669,0.00006309727,0.00005544065,0.000003079915],"category_scores_gemma":[0.00002577824,0.0001494083,0.00005724221,0.0003554276,0.00008381117,0.00008697394,0.0000198294,0.00009024789,0.00005575458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204297,"about_ca_system_score_gemma":0.0003111547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832874,"about_ca_topic_score_gemma":0.009846927,"domain_scores_codex":[0.9990984,0.00001444066,0.0001643507,0.0002627822,0.0001611606,0.000298831],"domain_scores_gemma":[0.9992571,0.00004844258,0.00001775573,0.0001693854,0.0001062099,0.0004010307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006363829,0.00005784219,0.01595821,0.0005594085,0.0003417936,0.0002724593,0.005550391,0.000004313187,0.003731019,0.0008457198,0.4113849,0.5612303],"study_design_scores_gemma":[0.0004151734,0.0002188741,0.02129859,0.000833036,0.00005174549,5.135159e-7,0.004083253,0.00001739482,0.001623124,0.0001597625,0.9710939,0.0002046542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9038398,0.004852023,0.00003911761,0.001594396,0.000403784,0.0003195299,0.0001955987,0.00004724081,0.08870851],"genre_scores_gemma":[0.9222926,0.0007174622,0.0003256297,0.07560082,0.000266096,0.0000156773,0.00007104842,0.00004528658,0.0006653494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5610256,"threshold_uncertainty_score":0.9882083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259138306022094,"score_gpt":0.3288358637222666,"score_spread":0.2862444806620457,"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."}}