{"id":"W1948623147","doi":"10.1111/nep.12385","title":"Design and participant baseline characteristics of ‘A <scp>C</scp>linical <scp>T</scp>rial of <scp>IntensiVE D</scp>ialysis’: The <scp>ACTIVE D</scp>ialysis <scp>S</scp>tudy","year":2014,"lang":"en","type":"article","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Health and Medical Research Council","keywords":"Medicine; Dialysis; Context (archaeology); Observational study; Clinical endpoint; Randomized controlled trial; Population; Randomization; End stage renal disease; Internal medicine; Hemodialysis; Physical therapy","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":[0.01179437,0.00197284,0.002224861,0.00084353,0.002277923,0.001261794,0.001234001,0.002264711,0.01976527],"category_scores_gemma":[0.008279194,0.0013683,0.0009306782,0.0009258237,0.001558073,0.001455628,0.001046904,0.001683809,0.003991074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266857,"about_ca_system_score_gemma":0.004366111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172018,"about_ca_topic_score_gemma":0.003842087,"domain_scores_codex":[0.9930238,0.003242954,0.0008329949,0.001308725,0.0008114725,0.0007800369],"domain_scores_gemma":[0.9970508,0.0006727354,0.0004698184,0.0004301759,0.0007127356,0.0006637211],"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":[0.5700235,0.1059228,0.1082107,0.008126199,0.002290096,0.001869076,0.007848155,0.001967513,0.01678539,0.009179961,0.03225089,0.1355257],"study_design_scores_gemma":[0.2300065,0.3287767,0.2127319,0.00331098,0.002974485,0.001892562,0.004384954,0.005916358,0.00739257,0.0182142,0.1837868,0.0006120087],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3992424,0.004684467,0.02585392,0.002318283,0.001423026,0.540942,0.01222048,0.0002421805,0.01307327],"genre_scores_gemma":[0.2822523,0.0008318889,0.01728649,0.004707742,0.000304572,0.6864636,0.001626136,0.00003752638,0.006489749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01976527,"threshold_uncertainty_score":0.0661214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290629183531473,"score_gpt":0.2803585523310638,"score_spread":0.247452260495749,"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."}}