{"id":"W4367607380","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a5953","title":"Clinical Implications of Exercise Capacity at 3-months Post Lung Transplantation on 5-year Outcomes","year":2023,"lang":"en","type":"article","venue":"","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Lung transplantation; Transplantation; Medicine; Lung; Intensive care medicine; Physical therapy; Internal medicine","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":[0.005397213,0.0006130712,0.0008449499,0.001365295,0.0006425581,0.00198246,0.001100148,0.001207606,0.002968377],"category_scores_gemma":[0.01300511,0.0001642384,0.001660526,0.001415286,0.000830807,0.001780086,0.001561882,0.001722359,0.0004335408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008674402,"about_ca_system_score_gemma":0.0009944793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284936,"about_ca_topic_score_gemma":0.006788945,"domain_scores_codex":[0.9969777,0.001287562,0.000248291,0.0003357494,0.0004847513,0.0006659158],"domain_scores_gemma":[0.9902077,0.004534059,0.002624655,0.0003930144,0.000917035,0.001323448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001153686,0.0002776978,0.9890769,0.00004053538,0.000239512,0.00007181604,0.0001205778,0.0001478626,0.00009744392,0.0001046159,0.0002121238,0.008457159],"study_design_scores_gemma":[0.00001708743,0.0004433498,0.9983253,0.00003751067,0.0001663698,0.00006881677,0.0002772089,0.0002412676,0.00007478115,0.0001407375,0.0001966283,0.00001102323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918474,0.002955948,0.0002884958,0.0007693962,0.0001244046,0.0000242182,0.0007987121,0.000007933865,0.003183521],"genre_scores_gemma":[0.9988153,0.0002283554,0.00008494265,0.00007438876,0.0001202159,0.0000130149,0.0003878955,0.000003080316,0.0002727331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005397213,"threshold_uncertainty_score":0.02854353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0722738666922425,"score_gpt":0.4064938817274776,"score_spread":0.3342200150352351,"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."}}