{"id":"W2891608769","doi":"10.1089/jpm.2018.0307","title":"Evolution and Predictors of Patient–Caregiver Concordance on States of Life-Sustaining Treatment Preferences over Terminally Ill Cancer Patients' Last Six Months of Life","year":2018,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health Research Institutes; McGill University","keywords":"Concordance; Medicine; Preference; Distress; Clinical psychology; Internal medicine; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002219354,0.000261428,0.001239318,0.0003102309,0.00003248967,0.000001959618,0.0001097627,0.0000868588,0.0001002703],"category_scores_gemma":[0.001587364,0.0001622741,0.0001271755,0.0002605128,0.0008636428,0.0001216797,0.00003212546,0.0001588799,2.816229e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439872,"about_ca_system_score_gemma":0.0004312373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007661071,"about_ca_topic_score_gemma":0.0001849347,"domain_scores_codex":[0.9973702,0.0001254017,0.001267695,0.0001983631,0.0008327852,0.0002055562],"domain_scores_gemma":[0.993777,0.0005617507,0.002514824,0.0001581072,0.002746854,0.0002414397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002950744,0.0004478903,0.9606251,0.0004039461,0.0007547599,0.00000631983,0.02998278,0.00005541313,0.001394794,0.00003920113,0.0007370728,0.002601994],"study_design_scores_gemma":[0.008949191,0.03614981,0.9168255,0.00939118,0.0006406308,7.495262e-7,0.01547492,0.0001380835,0.01088581,0.00009415546,0.00130594,0.0001440031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925154,0.006002413,0.0001091346,0.0002096764,0.0003582342,0.0003288357,0.0001154461,0.000004280816,0.0003565106],"genre_scores_gemma":[0.9953426,0.00379547,0.0002713465,0.0001070849,0.0003997848,0.000006392359,0.0000127231,0.00001633392,0.00004832436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04379956,"threshold_uncertainty_score":0.6617346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620387334951916,"score_gpt":0.3613012222083866,"score_spread":0.3150973488588675,"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."}}