{"id":"W3040814087","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2876","title":"Impact of Frailty on Clinical Outcomes in the Fast Trial","year":2020,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara Health System; Centre Hospitalier de l’Université de Montréal; Hôpital de l'Enfant-Jésus; Royal Alexandra Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université de Sherbrooke; Juravinski Hospital; McMaster University; Ottawa Hospital; St. Michael's Hospital","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004995219,0.0008078872,0.002976115,0.000230937,0.000453555,0.001445963,0.000420988,0.00141114,0.003891555],"category_scores_gemma":[0.0100944,0.0002499455,0.002632499,0.0004392953,0.0006047408,0.002016151,0.0007545114,0.002098187,0.0003178607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153173,"about_ca_system_score_gemma":0.00118791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562391,"about_ca_topic_score_gemma":0.002479773,"domain_scores_codex":[0.9983801,0.001030285,0.0001084471,0.0001483165,0.0001048107,0.0002280196],"domain_scores_gemma":[0.9961303,0.002005993,0.0006578279,0.0003926778,0.0002573785,0.0005558347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.898679,0.001235781,0.03243798,0.002002503,0.01025507,0.0001969693,0.0001387951,0.001929588,0.0005400091,0.001852926,0.008891862,0.04183941],"study_design_scores_gemma":[0.5300759,0.107529,0.2924427,0.002279765,0.03280302,0.00070485,0.0006689903,0.005158955,0.0007833628,0.01155297,0.01568957,0.0003108371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671053,0.02153381,0.0004739836,0.002632713,0.0009005479,0.0001915612,0.002518731,0.00004282761,0.004600516],"genre_scores_gemma":[0.9913708,0.003055725,0.0004799943,0.0008893096,0.0007227312,0.0003178194,0.001908707,0.00001627914,0.001238799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004995219,"threshold_uncertainty_score":0.02641749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763328627467866,"score_gpt":0.4555219430006335,"score_spread":0.2791890802538468,"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."}}