{"id":"W3186379894","doi":"10.82308/34245","title":"Multimodal prehabilitation in lung cancer patients undergoing surgical resection","year":2021,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Mitacs; McGill University Health Centre","keywords":"Prehabilitation; Medicine; Lung cancer; Resection; Lung; Surgery; Surgical resection; Oncology; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000412203,0.0002265283,0.0004930645,0.0001959219,0.0002921935,0.000325718,0.000187309,0.0003377245,0.002760672],"category_scores_gemma":[0.001033895,0.00007096456,0.000393629,0.0002016803,0.0002122773,0.0002393404,0.0004309916,0.000308031,0.0002673464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734269,"about_ca_system_score_gemma":0.0005318414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007693832,"about_ca_topic_score_gemma":0.002872424,"domain_scores_codex":[0.999767,0.00007482746,0.00002053944,0.00004432395,0.00003535978,0.00005800947],"domain_scores_gemma":[0.9995931,0.0001140792,0.0001167173,0.00001485227,0.00003697172,0.000124428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0257185,0.0136205,0.6746352,0.002180625,0.0006437115,0.0006657444,0.00203,0.001084844,0.02196016,0.00009725591,0.0007885384,0.2565749],"study_design_scores_gemma":[0.0007281568,0.08113232,0.9109912,0.0001815477,0.0002797753,0.0004574021,0.001433031,0.0004389017,0.002408829,0.00007240232,0.001852433,0.00002394927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998709,0.0007782726,0.0000764658,0.00006235043,0.00001075676,0.00005761157,0.00003301908,0.000002181278,0.0002703394],"genre_scores_gemma":[0.998417,0.0004831308,0.0002699095,0.00009822462,0.00003043019,0.0001769381,0.00008917529,9.93617e-7,0.0004342218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760672,"threshold_uncertainty_score":0.009235382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277882589156944,"score_gpt":0.2758060511311555,"score_spread":0.2630272252395861,"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."}}