{"id":"W2061111008","doi":"10.1179/1743291x11y.0000000016","title":"New models of care for advanced lung disease","year":2011,"lang":"en","type":"article","venue":"Progress in Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Palliative care; Disease; Health care; Service (business); Intensive care medicine; Family medicine; Nursing; Pathology","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":[0.00004229468,0.0002079305,0.0005444893,0.0001313455,0.00002546471,0.000003021053,0.0001541452,0.00008489532,0.00003258533],"category_scores_gemma":[0.0001632999,0.0001830971,0.0001953505,0.0002147753,0.0001210214,0.0001149362,0.00005190779,0.0001111134,9.085153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351354,"about_ca_system_score_gemma":0.0002471771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003317697,"about_ca_topic_score_gemma":0.00004456594,"domain_scores_codex":[0.9987574,0.00002986818,0.0003707258,0.0003193746,0.0002529423,0.0002697039],"domain_scores_gemma":[0.9983306,0.00008999092,0.0001996088,0.0002947079,0.0008845109,0.0002006165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001876084,0.00009025124,0.8684548,0.003646842,0.00009671904,0.00002336672,0.07436284,0.00003726612,0.000022718,0.002439352,0.00009574503,0.04885399],"study_design_scores_gemma":[0.03387654,0.004361821,0.5519336,0.04248973,0.001950875,0.000001001412,0.1952424,0.006305612,0.1383529,0.01337091,0.009961954,0.002152531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4362608,0.5335139,0.01620668,0.0001842627,0.0004717279,0.004342236,0.0007631557,0.0001192825,0.00813789],"genre_scores_gemma":[0.9545516,0.0009629634,0.04391026,0.00004084321,0.0000627735,0.0002275038,0.000145328,0.00003319902,0.00006545986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5325509,"threshold_uncertainty_score":0.7466485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426757360158345,"score_gpt":0.4374469949947988,"score_spread":0.2947712589789643,"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."}}