{"id":"W1964231816","doi":"10.1046/j.1492-7535.2003.01253.x","title":"Nocturnal Haemodialysis - A Preliminary Cost Comparison with Conventional Haemodialysis in Australia","year":2003,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nocturnal; Hemodialysis; Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636851,0.0002492435,0.0004896304,0.001026155,0.0003722766,0.0008307058,0.0006496481,0.0004132019,0.002378746],"category_scores_gemma":[0.004114251,0.0001359603,0.001061136,0.001327314,0.000259184,0.0008815558,0.0009969486,0.000436427,0.0001534952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005245518,"about_ca_system_score_gemma":0.001573037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07309739,"about_ca_topic_score_gemma":0.08141988,"domain_scores_codex":[0.9984958,0.000611153,0.0001188233,0.0001072659,0.0005299244,0.0001369943],"domain_scores_gemma":[0.998271,0.0004099312,0.0003014048,0.00006356746,0.0006276852,0.0003263324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05046251,0.004802767,0.5664967,0.006304833,0.002054593,0.001551271,0.002766382,0.01961976,0.00936613,0.005328487,0.006054423,0.3251922],"study_design_scores_gemma":[0.0006724126,0.008429521,0.9787378,0.0002218568,0.0004353474,0.000509282,0.0007997917,0.005034905,0.0005445919,0.0002885781,0.004286436,0.00003955513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925362,0.001567085,0.0002179771,0.0002521597,0.00002765388,0.0001459842,0.0006150064,0.000003980091,0.00463399],"genre_scores_gemma":[0.9967175,0.0008327881,0.0004527421,0.00008831656,0.00001710182,0.000076315,0.0005501029,0.000003522408,0.001261629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07309739,"threshold_uncertainty_score":0.1453438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707474359803237,"score_gpt":0.3193075026262336,"score_spread":0.2822327590282012,"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."}}