{"id":"W3088697279","doi":"10.1111/ctr.14095","title":"Pre‐transplant short physical performance battery: Response to pre‐habilitation and relationship to pre‐ and early post–lung‐transplant outcomes","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Habilitation; Transplantation; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001329469,0.0004454432,0.0008962734,0.0002088204,0.0002294986,0.00007763768,0.0001549176,0.0002670808,0.00001519236],"category_scores_gemma":[0.0004647679,0.0003821053,0.0002267958,0.0003782072,0.0001695946,0.0004279383,0.00001561454,0.000581445,0.00002855078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003747432,"about_ca_system_score_gemma":0.0001072071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004381575,"about_ca_topic_score_gemma":0.00002841104,"domain_scores_codex":[0.9962198,0.0006178909,0.001172422,0.0009793675,0.0005666819,0.0004439054],"domain_scores_gemma":[0.9945104,0.003971099,0.00009840364,0.0003270642,0.0001561062,0.0009370008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02371895,0.0001654687,0.9371651,0.00112688,0.0001224655,0.00005364516,0.02575218,0.0001343542,0.007507571,0.0001453907,0.00001728145,0.004090644],"study_design_scores_gemma":[0.002904125,0.003254705,0.9894565,0.0005358157,0.000906141,0.00008659097,0.00009522468,0.001037317,0.001144041,0.00004682918,0.00009088896,0.0004418326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557894,0.00005789827,0.02979528,0.0115825,0.0002087106,0.001950304,0.0003577941,0.0001955228,0.00006257943],"genre_scores_gemma":[0.982357,0.0003197575,0.01317825,0.003424813,0.000214259,0.0001304293,0.0002044282,0.00006054619,0.0001104944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05229132,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06776901556538255,"score_gpt":0.405873701017776,"score_spread":0.3381046854523934,"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."}}