{"id":"W7073906000","doi":"","title":"Design and participant baseline characteristics of 'A Clinical Trial of IntensiVE Dialysis': The ACTIVE Dialysis Study","year":2015,"lang":"en","type":"article","venue":"CDU eSpace Institutional Repository (Charles Darwin University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Observational study; Randomization; Clinical trial; Population; Quality of life (healthcare); Randomized controlled trial; Hemodialysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857118,0.0001398246,0.0007415764,0.0002477136,0.0002411528,0.00003310811,0.0002763093,0.0000730785,0.00004493735],"category_scores_gemma":[0.00184928,0.0001285749,0.0001802607,0.0002940477,0.0008713572,0.0002704055,0.0002419812,0.0001261996,0.00004570418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009384177,"about_ca_system_score_gemma":0.0002156459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001920878,"about_ca_topic_score_gemma":0.00001062573,"domain_scores_codex":[0.9983625,0.0001884719,0.0007875373,0.0004101602,0.00009529557,0.0001560558],"domain_scores_gemma":[0.997732,0.0004109991,0.0009167894,0.0003242122,0.0004923223,0.0001236849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.1702568,0.01227016,0.3858666,0.0002042632,0.01823032,0.0009149721,0.1032996,0.01602587,0.000376886,0.2582964,0.02454544,0.009712662],"study_design_scores_gemma":[0.1558319,0.007567447,0.1725474,0.0002797563,0.005118823,0.00004172495,0.3353071,0.02617006,0.001926053,0.00157599,0.2906756,0.002958125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837149,0.00015876,0.003557299,0.0001430882,0.002194145,0.00052566,0.0001982463,0.00001294605,0.009494951],"genre_scores_gemma":[0.9947428,0.0001125516,0.0001946811,0.00002503056,0.0001463293,0.000003399466,0.000006532029,0.000005340288,0.004763316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2661301,"threshold_uncertainty_score":0.5243132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769610804547938,"score_gpt":0.2788142499922234,"score_spread":0.1018531695374296,"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."}}