{"id":"W4386271941","doi":"10.1001/jamasurg.2023.3758","title":"Limitations of the PREHAB Randomized Clinical Trial—Reply","year":2023,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Randomized controlled trial; MEDLINE; Intensive care medicine; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03732108,0.001341611,0.002275196,0.001813381,0.002025614,0.003600373,0.003927242,0.03086534,0.0168827],"category_scores_gemma":[0.2338466,0.001110715,0.003144507,0.001802664,0.003707165,0.004606558,0.001752791,0.02180814,0.0102197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004503165,"about_ca_system_score_gemma":0.007014161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006339636,"about_ca_topic_score_gemma":0.006090324,"domain_scores_codex":[0.9714423,0.01565194,0.005250677,0.001975392,0.00451897,0.001160704],"domain_scores_gemma":[0.8085865,0.1629571,0.006046297,0.003508126,0.01492584,0.003976048],"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":[0.0003342052,0.00002433067,0.001153433,0.0003396584,0.0001209116,0.0002566288,0.00009097096,0.00007687962,0.00004966742,0.001128387,0.9859271,0.01049776],"study_design_scores_gemma":[0.003495022,0.0005984144,0.009018278,0.003728031,0.0009839331,0.002748382,0.0007072559,0.001961429,0.0009537353,0.02014619,0.9553408,0.0003186106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005652362,0.001231431,0.0001988822,0.9652225,0.0306889,0.00009337357,0.0006315023,0.0000996985,0.001268522],"genre_scores_gemma":[0.004105502,0.0005697696,0.0004929899,0.9639728,0.02879359,0.0003070492,0.0001144288,0.00003820016,0.001605763],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03732108,"threshold_uncertainty_score":0.1973751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863033084990614,"score_gpt":0.3431964032184395,"score_spread":0.1568930947193781,"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."}}