{"id":"W4210310992","doi":"10.1093/jncics/pkac011","title":"Physical Activity to Improve Lung Cancer Survival: Promising Evidence","year":2022,"lang":"en","type":"letter","venue":"JNCI Cancer Spectrum","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Lung cancer; MEDLINE; Oncology; Intensive care medicine; Physical activity; Internal medicine; Physical therapy","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002952152,0.0008753536,0.001541985,0.0003076601,0.0002850173,0.0001386133,0.0006251063,0.0004967208,0.004366078],"category_scores_gemma":[0.0000914516,0.0008493645,0.0006582373,0.0009594152,0.00009992887,0.0002427024,0.0004899309,0.004449495,0.00003657844],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005437658,"about_ca_system_score_gemma":0.0023137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04841672,"about_ca_topic_score_gemma":0.008943193,"domain_scores_codex":[0.9943852,0.0002137411,0.0003722034,0.001762496,0.001921335,0.00134499],"domain_scores_gemma":[0.9974337,0.0002623109,0.0003667207,0.001413969,0.0001629893,0.00036026],"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":[0.001206159,0.0001326282,0.003470814,0.002595565,0.0006148926,0.0007928225,0.001789698,0.00004308674,0.002467673,0.00001274514,0.9687056,0.01816831],"study_design_scores_gemma":[0.0008898734,0.0006685721,0.00410313,0.001929177,0.001239472,0.00002554245,0.00009355554,0.0004118783,0.007897777,0.00004070362,0.9812946,0.001405736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1462179,0.004738071,0.00007236743,0.8293803,0.01382181,0.002505475,0.0007851275,0.0003625479,0.002116452],"genre_scores_gemma":[0.309072,0.001665996,0.00003055183,0.5681767,0.06781954,0.006113514,0.0001084018,0.0006438476,0.04636942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2612036,"threshold_uncertainty_score":0.9993957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04304736130171039,"score_gpt":0.3588552954791007,"score_spread":0.3158079341773903,"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."}}