{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029743,0.0001633293,0.0004646037,0.0002085349,0.0001028363,0.00001629567,0.00004881506,0.0001199731,0.00001334374],"category_scores_gemma":[0.0002431425,0.0001441724,0.0002385774,0.0002715589,0.0001365199,0.0002282646,0.000003635276,0.0001883105,0.000001913591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002267985,"about_ca_system_score_gemma":0.00008381381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009340813,"about_ca_topic_score_gemma":0.00000776621,"domain_scores_codex":[0.9978364,0.0003050702,0.001046267,0.0003681368,0.0002686263,0.0001754718],"domain_scores_gemma":[0.9977844,0.001650836,0.0001765553,0.0001751952,0.0001153826,0.00009759201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002825379,0.0003739017,0.9009007,0.004275663,0.0002051609,0.00006480025,0.001264638,0.00003881123,0.006891761,0.002961937,0.00003587806,0.08016139],"study_design_scores_gemma":[0.005057991,0.0005435169,0.9741471,0.001460228,0.001605384,0.00001910545,0.0001075833,0.001465201,0.01416176,0.001225127,0.00006354901,0.000143467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962402,0.0002577767,0.1006742,0.0008027795,0.0004142149,0.0007253773,0.00002817114,0.00007613808,0.0007811298],"genre_scores_gemma":[0.9576769,0.001242295,0.04040858,0.000200197,0.00004332343,0.00005241824,0.0002997827,0.00001400221,0.00006249705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08001792,"threshold_uncertainty_score":0.5879179,"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."}}