{"id":"W2997586645","doi":"10.21037/jtd.2019.12.54","title":"Prehabilitation prior to lung cancer surgery: a small step forward","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Prehabilitation; Medicine; Lung cancer; Randomized controlled trial; Lung function; Lung cancer surgery; Rehabilitation; Cohort; Cohort study; Lung; Surgery; Physical therapy; Oncology; 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":[0.003950798,0.0006905767,0.001288569,0.0006547899,0.001692839,0.002045466,0.00163895,0.02114866,0.008655299],"category_scores_gemma":[0.02528386,0.0003292773,0.001263388,0.0006649919,0.001441923,0.003157351,0.0009481794,0.01756407,0.006237797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395676,"about_ca_system_score_gemma":0.002773652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821336,"about_ca_topic_score_gemma":0.006625807,"domain_scores_codex":[0.9969818,0.001459537,0.0003879956,0.0003155468,0.0006646861,0.000190293],"domain_scores_gemma":[0.9789362,0.01584505,0.0008975827,0.0005451807,0.002040211,0.001735773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001087151,0.0003018461,0.003554152,0.0006727857,0.00008989796,0.005647452,0.000156357,0.0001325208,0.0006587518,0.002695698,0.880828,0.1041754],"study_design_scores_gemma":[0.003259098,0.001841812,0.01501227,0.006599289,0.0004727704,0.02325212,0.001055946,0.001600259,0.001099011,0.02366023,0.9219157,0.0002315186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001608394,0.006773745,0.0001568851,0.9697675,0.01842688,0.00004249937,0.00009296838,0.00002149286,0.003109699],"genre_scores_gemma":[0.01454651,0.01071946,0.0007230956,0.8685704,0.1008824,0.000124775,0.0001025877,0.00002593679,0.004304931],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02114866,"threshold_uncertainty_score":0.02895492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168045907239104,"score_gpt":0.3556846592288648,"score_spread":0.3340042001564738,"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."}}