{"id":"W3112409517","doi":"10.1016/j.athoracsur.2020.11.022","title":"Multimodal Prehabilitation for Lung Cancer Surgery: A Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Prehabilitation; Medicine; Perioperative; Multimodal therapy; Rehabilitation; Randomized controlled trial; Lung cancer surgery; Lung cancer; Context (archaeology); Anxiety; Physical therapy; Pulmonary rehabilitation; Surgery; Internal medicine","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":[0.003015305,0.002651204,0.006012073,0.0005056571,0.0008306967,0.001573667,0.001541481,0.003241613,0.01183149],"category_scores_gemma":[0.00401914,0.001119667,0.003631188,0.0007704796,0.001871614,0.001769185,0.0008315374,0.003959715,0.001231999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025739,"about_ca_system_score_gemma":0.001626808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001837712,"about_ca_topic_score_gemma":0.002782511,"domain_scores_codex":[0.9979914,0.001075052,0.0001833632,0.0003984159,0.0001049909,0.0002466963],"domain_scores_gemma":[0.9980222,0.0008408782,0.0004773791,0.0001644666,0.0001165032,0.000378691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9899808,0.003119719,0.0002752609,0.001049631,0.001847771,0.00001806642,0.00002621942,0.0001127714,0.0003779775,0.00007104484,0.000269922,0.002850748],"study_design_scores_gemma":[0.9833232,0.01452411,0.0005208706,0.0000515261,0.001189997,0.000007155413,0.00001397695,0.0001180128,0.00004984935,0.00006557743,0.0001272127,0.000008482601],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599616,0.01756272,0.002242123,0.001341788,0.002335079,0.01241706,0.001516092,0.0001915827,0.00243203],"genre_scores_gemma":[0.9661764,0.006616916,0.003467586,0.001560462,0.001299605,0.01640394,0.001013553,0.00002935485,0.003432202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01183149,"threshold_uncertainty_score":0.03958029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08608533834571322,"score_gpt":0.4039566794865209,"score_spread":0.3178713411408077,"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."}}