{"id":"W2085648180","doi":"10.1111/j.1492-7535.2004.80411.x","title":"The International Quotidian Hemodialysis Registry: Rationale and methods","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hemodialysis; Observational study; Dialysis; Medicine; Intensive care medicine; Session (web analytics); Clinical trial; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07101633,0.001844686,0.002043658,0.01462393,0.002529316,0.005023502,0.004834941,0.003417325,0.01165627],"category_scores_gemma":[0.06902276,0.001990973,0.001749914,0.01614743,0.004241454,0.004338061,0.005886077,0.003741071,0.005477235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331456,"about_ca_system_score_gemma":0.01203412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003146014,"about_ca_topic_score_gemma":0.003662435,"domain_scores_codex":[0.9527251,0.02588375,0.009978156,0.003995314,0.00621175,0.001205945],"domain_scores_gemma":[0.9560776,0.01178157,0.00883167,0.008701491,0.01121046,0.003397176],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009834342,0.004187081,0.3168762,0.01340892,0.001127542,0.002909407,0.007431193,0.003489556,0.002378511,0.166012,0.1973172,0.2750281],"study_design_scores_gemma":[0.005049184,0.004109294,0.1344456,0.01372512,0.001729888,0.005377626,0.006845881,0.007148121,0.002887356,0.03623943,0.7815805,0.0008619702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.05055449,0.02564362,0.1755944,0.01921849,0.004787419,0.6013015,0.07975552,0.0007160232,0.04242859],"genre_scores_gemma":[0.07482315,0.009645329,0.2251022,0.009432697,0.002537315,0.6320744,0.03998738,0.0002604497,0.00613725],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9289837,"threshold_uncertainty_score":0.3755747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814099675855338,"score_gpt":0.3156353288097837,"score_spread":0.2974943320512303,"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."}}