{"id":"W4385275679","doi":"10.21203/rs.3.rs-3184704/v1","title":"Physical activity in liver transplant recipients: a large multicenter study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Università degli Studi di Firenze","keywords":"Medicine; Liver transplantation; Internal medicine; Multicenter study; Transplantation; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002542482,0.00105326,0.001165134,0.000617073,0.0008499941,0.001418753,0.0006728833,0.001143223,0.002570853],"category_scores_gemma":[0.003126934,0.0006291908,0.0007969011,0.001453716,0.0008052149,0.001041129,0.0008200505,0.0008925778,0.0006735868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979512,"about_ca_system_score_gemma":0.0005326071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719906,"about_ca_topic_score_gemma":0.002912567,"domain_scores_codex":[0.9985062,0.0008812323,0.00008905382,0.0002650385,0.0001114779,0.0001469028],"domain_scores_gemma":[0.998254,0.000422658,0.0004687001,0.000267035,0.0001472431,0.0004403139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007278972,0.001118262,0.9857678,0.00005500538,0.000993213,0.0002422761,0.0003037762,0.00003903874,0.0009440154,0.0000551503,0.0006278114,0.002574745],"study_design_scores_gemma":[0.001374593,0.001524706,0.9943985,0.00002686521,0.0006615687,0.000346153,0.0007856045,0.0001763093,0.0001148941,0.00006433434,0.0005051263,0.00002129715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998916,0.0002846222,0.00008863384,0.00009960515,0.00001433538,0.00002815997,0.0002993592,0.000002851403,0.0002664441],"genre_scores_gemma":[0.9984052,0.0002259923,0.0001458242,0.0001631642,0.00006979508,0.00004425707,0.0005933315,0.000007228594,0.0003454157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002719906,"threshold_uncertainty_score":0.01344609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201375248922118,"score_gpt":0.4438358679001044,"score_spread":0.3236983430078926,"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."}}