{"id":"W4410502301","doi":"10.1111/ctr.70185","title":"Participation and Progression of Hybrid Rehabilitation following Lung Transplantation","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Rehabilitation; Lung transplantation; Physical therapy; Transplantation; Pulmonary rehabilitation; Biceps; Physical medicine and rehabilitation; Surgery","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":[0.0008321056,0.0001558613,0.0002048803,0.000550172,0.0002944893,0.0004751205,0.0003015973,0.0002305162,0.001674396],"category_scores_gemma":[0.001866642,0.00007631432,0.0002497563,0.0005141473,0.0001933213,0.0002551886,0.0004214811,0.0003827377,0.0001807099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965446,"about_ca_system_score_gemma":0.000247615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791915,"about_ca_topic_score_gemma":0.002717095,"domain_scores_codex":[0.9994716,0.0001435535,0.00007269312,0.00008354631,0.0001172541,0.0001114122],"domain_scores_gemma":[0.9978476,0.0002328608,0.001407728,0.00004200716,0.0001614755,0.0003084798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603337,0.00008243988,0.9952774,0.00003257308,0.00002888684,0.00008375625,0.0001232781,0.00004472844,0.0002110088,0.000006650286,0.00005709088,0.003891909],"study_design_scores_gemma":[0.00000217733,0.000131619,0.999395,0.00001027484,0.000007060356,0.0002061234,0.0000748064,0.00004275437,0.0000418411,0.000005544528,0.00008122876,0.000001441292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992872,0.0001867291,0.00004473633,0.00002250123,0.000001828112,0.000008625584,0.00012231,0.000002351976,0.000323769],"genre_scores_gemma":[0.9995977,0.00007761485,0.00003892806,0.00001035935,0.000004951017,0.000008636563,0.0001848725,7.645338e-7,0.00007615089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001791915,"threshold_uncertainty_score":0.005601346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714968078957182,"score_gpt":0.4740207577900986,"score_spread":0.4368710770005267,"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."}}