{"id":"W4244591364","doi":"10.31236/osf.io/xmv4h","title":"A physical activity intervention feasibility study for renal inpatients: a basic research protocol","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rockyview General Hospital; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Quality of life (healthcare); Physical therapy; Population; Intervention (counseling); Nursing; 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":[0.02579481,0.00415531,0.006838471,0.002682932,0.006223356,0.003083531,0.00492366,0.004776172,0.04456902],"category_scores_gemma":[0.01321818,0.003384766,0.004411688,0.002809998,0.002392506,0.003009546,0.003125789,0.005054386,0.01111131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007697891,"about_ca_system_score_gemma":0.04565176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480087,"about_ca_topic_score_gemma":0.02466683,"domain_scores_codex":[0.9899463,0.004695432,0.001345727,0.001035282,0.001271663,0.001705644],"domain_scores_gemma":[0.9914779,0.001586435,0.001076042,0.0009230381,0.002731964,0.002204721],"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":[0.4533932,0.3092797,0.02410261,0.03144715,0.001754878,0.002364223,0.004207897,0.005479134,0.005527028,0.004797457,0.04729588,0.110351],"study_design_scores_gemma":[0.6659597,0.1722099,0.08344663,0.00611695,0.001060091,0.0002667554,0.003307419,0.002550019,0.001495567,0.003285453,0.05986722,0.0004342784],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003027512,0.00004044337,0.0003946474,0.00007134844,0.00002800971,0.9950575,0.0009784003,0.00001481764,0.0003873757],"genre_scores_gemma":[0.002109851,0.00007051178,0.001448934,0.0001243977,0.00001620993,0.9957184,0.0003158585,0.000002210907,0.0001935171],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04456902,"threshold_uncertainty_score":0.1490982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.235304389402871,"score_gpt":0.5074191018734435,"score_spread":0.2721147124705725,"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."}}