{"id":"W7161779036","doi":"10.82308/24334","title":"Prehabilitation Increases Anti-tumor Immunity within Lung Cancer Patients","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Exercise and Physiological Responses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Lung disease; Cancer; Respiratory disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240219,0.0001583648,0.000397239,0.0002241783,0.0004386195,0.0005922285,0.0002030003,0.0004026309,0.007309678],"category_scores_gemma":[0.001036809,0.0001002579,0.0003206032,0.0002654747,0.0002019705,0.0002203747,0.0003692245,0.0005501408,0.0005910401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006831394,"about_ca_system_score_gemma":0.001047305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454131,"about_ca_topic_score_gemma":0.0236763,"domain_scores_codex":[0.9997641,0.00005035142,0.000008506952,0.00003914938,0.00003406434,0.0001038215],"domain_scores_gemma":[0.9995126,0.00005901112,0.0001035096,0.00001522272,0.0000709649,0.0002386359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002961976,0.001448664,0.884613,0.000354113,0.0001870599,0.0005507635,0.0009092552,0.0002138925,0.01642397,0.0001290735,0.003358491,0.08884972],"study_design_scores_gemma":[0.00005813709,0.001571919,0.9948472,0.00003465375,0.00006364962,0.0001396524,0.0003584559,0.00008595252,0.0004799617,0.00006077719,0.002293063,0.000006583804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994484,0.002361896,0.0001066032,0.0004960356,0.00004117229,0.00004572023,0.000183536,0.00001844758,0.002262652],"genre_scores_gemma":[0.9967573,0.0006113724,0.0001060463,0.0003530944,0.00005112383,0.00004401182,0.0002016747,0.000003128332,0.001872199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454131,"threshold_uncertainty_score":0.02891332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583477405590999,"score_gpt":0.3424199143107036,"score_spread":0.3265851402547936,"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."}}