{"id":"W3036174821","doi":"10.1001/jamasurg.2020.1816","title":"Prehabilitation vs Postoperative Rehabilitation for Frail Patients","year":2020,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prehabilitation; Medicine; Rehabilitation; Physical therapy; Quality of life (healthcare); General surgery; Nursing","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003286668,0.0004694969,0.001058465,0.0003503819,0.0001089204,0.00007654942,0.0001226717,0.0009410413,0.0001738877],"category_scores_gemma":[0.01879034,0.0004481431,0.0006757439,0.000309638,0.0001598577,0.0003347262,0.00004526877,0.001303461,0.0001888905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004235128,"about_ca_system_score_gemma":0.0004236649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003399433,"about_ca_topic_score_gemma":0.000003240344,"domain_scores_codex":[0.996759,0.0002082154,0.0009113585,0.0008690082,0.0007767935,0.0004756457],"domain_scores_gemma":[0.9874443,0.01017371,0.0003679546,0.0005798175,0.001293584,0.0001406335],"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":[0.0005746839,0.0001299774,0.02047871,0.00221329,0.0001225825,0.00003934605,0.001579859,0.000001072539,0.00003589891,0.000004643305,0.9657438,0.009076163],"study_design_scores_gemma":[0.001584611,0.001435493,0.05025382,0.0009243122,0.0001701521,0.000004929387,0.00007949028,0.00007042511,0.00009760968,0.0003478894,0.9445847,0.000446573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03112685,0.00007566938,0.0001687794,0.9625294,0.00172088,0.00323788,0.0006111805,0.0002081319,0.0003212386],"genre_scores_gemma":[0.01432592,0.0000133652,0.005630853,0.9565378,0.004651995,0.001197547,0.01440712,0.0002109411,0.003024417],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02977511,"threshold_uncertainty_score":0.999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091173810034757,"score_gpt":0.2654427455989948,"score_spread":0.2445310074986472,"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."}}