{"id":"W1974562141","doi":"10.7182/prtr.13.1.18r483vr21423520","title":"How patients manage life and health while waiting for a liver transplant","year":2003,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Liver transplantation; Intensive care medicine; Family medicine; Transplantation; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001794903,0.00009844967,0.0002217865,0.00009663934,0.00003640163,0.00001190833,0.00002442799,0.00004731961,0.000002865449],"category_scores_gemma":[0.00001858663,0.00008889099,0.00003563659,0.00009035139,0.00004029431,0.00009702479,0.000001053225,0.00006327398,2.933231e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856169,"about_ca_system_score_gemma":0.00003140036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613949,"about_ca_topic_score_gemma":0.00004252185,"domain_scores_codex":[0.9992738,0.00004083747,0.0002024536,0.0001701132,0.0001337753,0.0001789622],"domain_scores_gemma":[0.999667,0.00006598871,0.00008086823,0.00005523655,0.00005433014,0.00007654806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002744252,0.0001361228,0.9540794,0.003418936,0.00003210635,0.00001513474,0.008037218,0.000001126156,0.00001125425,0.001204675,0.00001815602,0.0327714],"study_design_scores_gemma":[0.02309745,0.002075323,0.9402668,0.009101044,0.0003874477,0.00003853544,0.002357894,0.004195611,0.009140854,0.0003519641,0.008380543,0.000606526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838311,0.008642468,0.005378766,0.0007136468,0.00006391128,0.0009978133,0.0001058754,0.00002793513,0.0002384578],"genre_scores_gemma":[0.9862348,0.005247419,0.008028859,0.0001451051,0.00001938298,0.00008054545,0.0002160725,0.00001282177,0.00001503081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03216488,"threshold_uncertainty_score":0.3624869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257451924310161,"score_gpt":0.3828833556893664,"score_spread":0.2571381632583503,"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."}}