{"id":"W3203112560","doi":"10.3390/app11199028","title":"Comparison of Palliative Care Models in Idiopathic Pulmonary Fibrosis","year":2021,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Palliative care; Intensive care medicine; Internal medicine; Lung; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005319598,0.0001835898,0.0002993773,0.0009461761,0.000435285,0.001027012,0.0005902661,0.0004569586,0.00231167],"category_scores_gemma":[0.01673568,0.0001243675,0.0008453699,0.0008077383,0.00038725,0.0009013381,0.001190759,0.0005206046,0.0001986381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260561,"about_ca_system_score_gemma":0.002358159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008248376,"about_ca_topic_score_gemma":0.01132734,"domain_scores_codex":[0.9963566,0.002179875,0.000301469,0.00021331,0.0005971343,0.0003516757],"domain_scores_gemma":[0.9879262,0.00551761,0.003988508,0.0002192962,0.001038968,0.001309337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004157604,0.0008792008,0.9473504,0.0005696265,0.0003687818,0.0001769991,0.00207574,0.001107243,0.0002049208,0.0009268327,0.00105231,0.04113038],"study_design_scores_gemma":[0.0008869836,0.006465213,0.9749841,0.0008132716,0.0003081968,0.0007864004,0.005949492,0.005417301,0.0002460698,0.0005972689,0.003515176,0.00003062153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955563,0.001909324,0.0003598693,0.0003511239,0.0000182978,0.0001790197,0.0002960786,0.000007033781,0.001323012],"genre_scores_gemma":[0.9986621,0.0004029506,0.0004399773,0.00005935453,0.00001103637,0.0001118335,0.0002308761,0.000001658995,0.00008016296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008248376,"threshold_uncertainty_score":0.02813303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554483411401258,"score_gpt":0.332651639627943,"score_spread":0.2871068055139304,"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."}}