{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004023484,0.0003638759,0.001060339,0.0004811363,0.00004340855,0.00007003739,0.0001728364,0.0002322962,0.0003164373],"category_scores_gemma":[0.0004293395,0.0002655684,0.0009738027,0.0002154125,0.00002676712,0.0001294733,0.00004609032,0.0007430413,0.00004582357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457761,"about_ca_system_score_gemma":0.002053679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004740341,"about_ca_topic_score_gemma":0.000009097193,"domain_scores_codex":[0.9974626,0.0001467489,0.0007856721,0.000369185,0.0008550692,0.0003807136],"domain_scores_gemma":[0.9969915,0.0005843749,0.0007755796,0.0005266034,0.000612671,0.0005093097],"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":[0.001378571,0.000269797,0.09626715,0.007558643,0.0008536601,0.001451528,0.0001147254,0.00003883408,0.000002542261,5.304198e-7,0.8752622,0.01680182],"study_design_scores_gemma":[0.001162597,0.0005976935,0.1220912,0.02274626,0.009366401,0.00006100479,0.00003174837,0.00006398812,0.00004535085,0.00003087581,0.8432662,0.0005367315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1106058,0.01001091,0.000183273,0.8745859,0.002439267,0.00176109,0.0002718519,0.00002515164,0.0001166924],"genre_scores_gemma":[0.06460918,0.002113844,0.00339046,0.9019006,0.01645062,0.0006188123,0.0002734334,0.0003057878,0.01033725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04599664,"threshold_uncertainty_score":0.9999797,"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."}}