{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02915388,0.004719034,0.007866529,0.001887653,0.002998652,0.004050933,0.002830036,0.006310387,0.1047],"category_scores_gemma":[0.03665615,0.002716877,0.005288039,0.002312118,0.002697408,0.003044549,0.00177135,0.006623458,0.01595457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004313952,"about_ca_system_score_gemma":0.01539195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113743,"about_ca_topic_score_gemma":0.005150751,"domain_scores_codex":[0.982627,0.01104584,0.002094132,0.001308075,0.001448276,0.001476735],"domain_scores_gemma":[0.9864286,0.004353341,0.00255473,0.002185903,0.002811403,0.001666123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8897866,0.01384207,0.0005453831,0.01975975,0.002581787,0.0002490392,0.0003703335,0.0016981,0.001633648,0.003986778,0.03346333,0.03208326],"study_design_scores_gemma":[0.9476165,0.01932255,0.001245432,0.002797749,0.0005859662,0.00004835798,0.00008511,0.0009223682,0.0005570563,0.002038985,0.02471369,0.00006626017],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0012996,0.00018329,0.0007204003,0.0001952998,0.0003512111,0.9956066,0.0009517177,0.0000751225,0.0006167881],"genre_scores_gemma":[0.001264998,0.00007621337,0.001078809,0.0001546007,0.00004944211,0.9969007,0.0001081801,0.000004424991,0.0003626758],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1047,"threshold_uncertainty_score":0.3502563,"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."}}