{"id":"W4235064226","doi":"10.1111/j.1542-4758.2008.00268.x","title":"The International Quotidian Dialysis Registry: Annual report 2008","year":2008,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Humber River Regional Hospital","funders":"Fresenius Medical Care North America","keywords":"Medicine; Dialysis; Hemodialysis; Medical prescription; Prospective cohort study; Emergency medicine; Cohort; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003762748,0.0004588342,0.000827779,0.00432507,0.0003054709,0.001696528,0.001052257,0.0004629101,0.01046584],"category_scores_gemma":[0.00880896,0.0003957751,0.0003805963,0.01011211,0.0001588007,0.001238912,0.001002282,0.0008212685,0.01101205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011621,"about_ca_system_score_gemma":0.002839071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00834964,"about_ca_topic_score_gemma":0.007056755,"domain_scores_codex":[0.9971433,0.0003884524,0.00103714,0.0003589891,0.0008813742,0.0001907126],"domain_scores_gemma":[0.9879131,0.001229441,0.003183607,0.001368053,0.005581809,0.0007239932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004840108,0.00008363929,0.1104972,0.0005674203,0.00007158086,0.00005728687,0.00007902618,0.0002836939,0.0002729745,0.0008556412,0.8300955,0.05665205],"study_design_scores_gemma":[0.0002949091,0.0001065675,0.2939669,0.0006354285,0.0001683613,0.0006612794,0.0001650845,0.0007832073,0.000779773,0.0003109512,0.7020562,0.00007128705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01990692,0.003573105,0.003017179,0.001298042,0.0005803299,0.0006103161,0.944,0.001461399,0.02555267],"genre_scores_gemma":[0.03150658,0.00357632,0.004441714,0.0007607764,0.00033615,0.001310504,0.9486532,0.0002700441,0.009144597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01046584,"threshold_uncertainty_score":0.03501171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157612055313157,"score_gpt":0.2670574516282717,"score_spread":0.2512962460969559,"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."}}