{"id":"W4391880371","doi":"10.3389/ti.2024.12355","title":"Virtual Physical Prehabilitation in Lung Transplant Candidates: A Proof-of-Concept Study","year":2024,"lang":"en","type":"article","venue":"Transplant International","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; McGill University Health Centre; McGill University; Centre Hospitalier de l’Université de Montréal; Montreal Children's Hospital; Canadian Lung Association; Translational Research in Oncology","funders":"Université de Montréal; Canadian Donation and Transplantation Research Program","keywords":"Prehabilitation; Medicine; Physical therapy; Quality of life (healthcare); Test (biology); Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00163409,0.0006046472,0.0007698136,0.0002888418,0.0002152493,0.0004702875,0.001180859,0.0007151824,0.002805496],"category_scores_gemma":[0.00081008,0.000178298,0.0005976153,0.000123546,0.0003908151,0.0005200722,0.0005967737,0.0006573544,0.0002505403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504451,"about_ca_system_score_gemma":0.0004712685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002284805,"about_ca_topic_score_gemma":0.000211042,"domain_scores_codex":[0.9994767,0.0002210693,0.00001913025,0.0000523667,0.0001473827,0.00008325492],"domain_scores_gemma":[0.9995251,0.0001318242,0.00006873244,0.00003284727,0.00007044458,0.0001710652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03626779,0.1369062,0.008157774,0.005963746,0.0007293262,0.000905934,0.0005989978,0.008739782,0.5770659,0.0006716093,0.001955139,0.2220379],"study_design_scores_gemma":[0.007288329,0.8601723,0.01562245,0.0001971893,0.0004577954,0.001008617,0.0003768282,0.00906397,0.09983129,0.0001696907,0.005747852,0.0000636883],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892708,0.001526688,0.006800889,0.0001040822,0.0001077448,0.001391963,0.0001015872,0.0000565623,0.0006396333],"genre_scores_gemma":[0.9823674,0.001449456,0.01278238,0.0001587631,0.00008068149,0.001954066,0.0002030171,0.00001135599,0.0009928264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002805496,"threshold_uncertainty_score":0.009385347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884876824668993,"score_gpt":0.3477444030852759,"score_spread":0.328895634838586,"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."}}