{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001357097,0.0009052167,0.0007496168,0.001463977,0.002154122,0.00156439,0.001557931,0.002881139,0.1033884],"category_scores_gemma":[0.008785323,0.0003537595,0.0004689211,0.001029438,0.0006398625,0.002407156,0.002207623,0.004752953,0.0443868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087082,"about_ca_system_score_gemma":0.0112778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04932096,"about_ca_topic_score_gemma":0.1715936,"domain_scores_codex":[0.9990842,0.0003120264,0.00007012868,0.00003590811,0.0003768963,0.0001206954],"domain_scores_gemma":[0.9966317,0.0009195907,0.0001448534,0.0001150446,0.001444172,0.0007446518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009416602,0.00009043442,0.0002321008,0.000128426,0.000001854667,0.0002611823,0.0006831298,0.00003636544,0.0001113464,0.001120115,0.9212361,0.07608962],"study_design_scores_gemma":[0.00001968691,0.00003199416,0.001112961,0.0005994528,0.000003217541,0.000821459,0.0008993078,0.00006274855,0.00004860837,0.001389303,0.9949937,0.00001749448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005800868,0.02486118,0.02795918,0.2375475,0.006024124,0.003453838,0.009787299,0.004738661,0.6798273],"genre_scores_gemma":[0.03133287,0.06836116,0.1682693,0.1544372,0.002199927,0.005314119,0.00879004,0.001255512,0.5600398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1033884,"threshold_uncertainty_score":0.3458685,"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."}}