{"id":"W2144027960","doi":"10.1186/1471-2369-15-139","title":"The TAKE-IT study: aims, design, and methods","year":2014,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Nephrology; Internal medicine; Health informatics; Medical physics; Intensive care medicine; Public health; Pathology","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":[0.0414656,0.003374525,0.004523117,0.001447378,0.003166847,0.003028319,0.002728063,0.004368513,0.0168719],"category_scores_gemma":[0.02803341,0.002783604,0.003132358,0.002865343,0.002923063,0.003121251,0.002384158,0.00440996,0.004331952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828474,"about_ca_system_score_gemma":0.01117215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777774,"about_ca_topic_score_gemma":0.003770296,"domain_scores_codex":[0.9658862,0.02629329,0.002335867,0.001686341,0.002599036,0.001199223],"domain_scores_gemma":[0.9853628,0.005875831,0.002477359,0.001740828,0.002570065,0.001973087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5211836,0.09917837,0.07862534,0.03527161,0.005412491,0.001045075,0.005424859,0.002372408,0.003572002,0.01440884,0.03320517,0.2003002],"study_design_scores_gemma":[0.6174295,0.1966612,0.05156655,0.006904693,0.007289705,0.0006838806,0.002512811,0.002870278,0.00251149,0.008752366,0.102399,0.0004185307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07079919,0.005032892,0.01502225,0.002700385,0.001346618,0.8903273,0.007133405,0.0001851982,0.007452691],"genre_scores_gemma":[0.03389496,0.0009669889,0.01841743,0.001985386,0.0004811535,0.941794,0.0009922477,0.00003267083,0.001435212],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0414656,"threshold_uncertainty_score":0.2192937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05359100297749136,"score_gpt":0.3871507364522317,"score_spread":0.3335597334747404,"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."}}