{"id":"W4399165052","doi":"10.2196/preprints.60791","title":"Prehabilitation Program for Lung and Esophageal Cancers (Boosting Recovery and Activity Through Early Wellness): Protocol for a Nonrandomized Trial (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Prehabilitation; Medicine; Physical therapy; Smoking cessation; Candidacy; Lung cancer; Randomized controlled trial; Esophageal cancer; Cancer; Surgery; Oncology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006902042,0.0003322061,0.0006794873,0.0001481673,0.00053802,0.0009966587,0.0003390119,0.0006152997,0.00003358175],"category_scores_gemma":[0.004702177,0.0003050869,0.0003072769,0.0001942306,0.0005198339,0.0003337893,0.0007936002,0.0006804577,7.305009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000699099,"about_ca_system_score_gemma":0.001506114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039217,"about_ca_topic_score_gemma":0.001921582,"domain_scores_codex":[0.9964181,0.0006532201,0.0005639703,0.001194875,0.0005735634,0.0005962321],"domain_scores_gemma":[0.9938693,0.005019862,0.0003030866,0.0003284483,0.0003387166,0.0001405585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.2690388,0.0005956219,0.0001990187,0.01350079,0.0004559125,0.000004700526,0.02144578,0.0001222304,0.000247057,0.007066162,0.003945151,0.6833788],"study_design_scores_gemma":[0.2418451,0.007977911,0.000249532,0.003407192,0.0004886904,0.000002530699,0.004003893,0.04802518,0.006149415,0.666419,0.01912094,0.002310609],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09278236,0.00003388369,0.03616691,0.00180114,0.0004921214,0.8632131,0.00008753187,0.0007476671,0.004675318],"genre_scores_gemma":[0.09632996,0.00001156518,0.05711951,0.00001196585,0.0005328227,0.844955,0.000006527918,0.00005166543,0.0009809412],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6810682,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081795250057157,"score_gpt":0.5084560655386564,"score_spread":0.4002765405329407,"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."}}