{"id":"W4280491580","doi":"10.1016/j.cllc.2022.05.004","title":"Neoadjuvant Prehabilitation Therapy for Locally Advanced Non–Small-Cell Lung Cancer: Optimizing Outcomes Throughout the Trajectory of Care","year":2022,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de l'Outaouais; McGill University; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Medicine; Neoadjuvant therapy; Lung cancer; Physical therapy; Oncology; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0006712653,0.0002829806,0.0008434078,0.00005805359,0.0002849813,0.00001533332,0.0003543822,0.0001309601,0.000330405],"category_scores_gemma":[0.0001176478,0.0002049721,0.0007531955,0.0002734295,0.0001818452,0.00007378341,0.0001087454,0.0005921267,4.36313e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753076,"about_ca_system_score_gemma":0.001217487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065233,"about_ca_topic_score_gemma":0.002005757,"domain_scores_codex":[0.9973796,0.0002186764,0.0009239011,0.0006052783,0.0004688601,0.0004036659],"domain_scores_gemma":[0.9971062,0.001298284,0.0003976344,0.000642691,0.0004200204,0.0001351586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006537703,0.0005822256,0.7358471,0.002271516,0.0007612936,0.000006404923,0.02328338,0.02348578,0.001070016,0.0000640725,0.005231566,0.200859],"study_design_scores_gemma":[0.06515505,0.01503078,0.6036027,0.002557518,0.00482512,0.00000888522,0.08403947,0.03922338,0.007882105,0.0001705415,0.1747184,0.002786004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916396,0.06742956,0.001558301,0.003765919,0.004656507,0.004903801,0.0005538558,0.00009393149,0.0006421697],"genre_scores_gemma":[0.9860818,0.003524449,0.0009800952,0.003518404,0.0005003788,0.004396191,0.00007444098,0.00008724228,0.0008370118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.198073,"threshold_uncertainty_score":0.8358521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915588687771497,"score_gpt":0.4066167116200266,"score_spread":0.3774608247423116,"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."}}