{"id":"W2803521616","doi":"10.2196/resprot.8607","title":"Applicability of a Web-Based, Individualized Exercise Intervention in Patients With Liver Disease, Cystic Fibrosis, Esophageal Cancer, and Psychiatric Disorders: Process Evaluation of 4 Ongoing Clinical Trials","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vertex Pharmaceuticals","keywords":"Medicine; Population; Physical therapy; Nonalcoholic fatty liver disease; Context (archaeology); Clinical trial; Psychological intervention; Perioperative; Disease; Internal medicine; Fatty liver; Surgery; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01362434,0.0001831326,0.0007428239,0.0004859604,0.00008551132,0.00003046192,0.0001825653,0.0001094242,0.0002388175],"category_scores_gemma":[0.001957387,0.0001295719,0.000149699,0.0009884076,0.0006694354,0.0001606911,0.00009735571,0.0003828131,0.000003308518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301254,"about_ca_system_score_gemma":0.001636361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002166636,"about_ca_topic_score_gemma":0.0003648608,"domain_scores_codex":[0.9929606,0.002541305,0.001086471,0.0005776283,0.002412818,0.0004211521],"domain_scores_gemma":[0.9965211,0.0006422809,0.0004134144,0.0004777606,0.001589051,0.000356413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03507999,0.005732208,0.8128343,0.004427027,0.00005253645,0.000001746156,0.0001058055,0.000004955282,0.000004412499,0.000008096693,0.00006579313,0.1416831],"study_design_scores_gemma":[0.04598419,0.009876799,0.9360952,0.005612267,0.00009993288,9.376411e-8,0.00003294737,0.001395364,0.000293733,0.0004734664,0.00004273044,0.0000932256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6164981,0.0005189919,0.00002097447,0.00007555895,0.000005013202,0.3827186,0.0001162331,0.00001400104,0.00003258952],"genre_scores_gemma":[0.5668684,0.000009599687,0.0002214229,0.000003036634,0.00004036948,0.4328042,0.00003309074,0.00001406658,0.00000583517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1415899,"threshold_uncertainty_score":0.5283788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985239153837677,"score_gpt":0.5827584559053722,"score_spread":0.3842345405216046,"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."}}