{"id":"W6926607703","doi":"10.25384/sage.23916405","title":"Supplemental Material - The Impact of Integrated Palliative Care on Survival in Idiopathic Pulmonary Fibrosis: A Retrospective Multicenter Comparison","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Palliative care; Multicenter study; Retrospective cohort study; Overall survival; Advance care planning; Palliative treatment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001214798,0.0001565513,0.0002477327,0.00009292848,0.0001459283,0.00004816272,0.0008855459,0.0001160228,0.003256687],"category_scores_gemma":[0.0002242826,0.0001019411,0.00005613148,0.0006011127,0.0002574168,0.0002554063,0.0005524398,0.0005911529,0.000070063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176936,"about_ca_system_score_gemma":0.00004929604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004950118,"about_ca_topic_score_gemma":0.002672954,"domain_scores_codex":[0.9983358,0.0002853812,0.0004079754,0.0003088937,0.0003634762,0.0002984827],"domain_scores_gemma":[0.9989704,0.00009520358,0.0002303628,0.0006316365,0.00002195238,0.00005038964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000943073,0.000155752,0.9797755,0.000008294894,0.00002981588,0.000009531003,0.005727573,0.0002226615,0.009774294,0.000002031449,0.002064844,0.002135344],"study_design_scores_gemma":[0.0003065519,0.0001649645,0.9730158,0.0003247599,0.00001355495,0.000001838224,0.02255784,0.001451781,0.001744164,0.0002065889,0.0001051459,0.0001069536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928696,0.0002922619,0.00001669028,0.0008934236,0.0003394916,0.0002811783,0.005096193,0.00003310977,0.0001780127],"genre_scores_gemma":[0.9982052,0.0008422002,0.00005782436,0.00001985788,0.00007114469,0.00001216106,0.0007634977,0.00001416129,0.00001388967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01683026,"threshold_uncertainty_score":0.9976545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922798711595042,"score_gpt":0.3843825473095184,"score_spread":0.315154560193568,"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."}}