{"id":"W4223539405","doi":"10.1111/nep.14042","title":"Peritoneal dialysis first policy in <scp>Hong Kong</scp> for 35 years: Global impact","year":2022,"lang":"en","type":"review","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004194845,0.0005145952,0.002732088,0.0007577359,0.00009284452,0.00004413461,0.000384361,0.0003984804,0.0005778413],"category_scores_gemma":[0.0005141997,0.0004133708,0.002114897,0.001333736,0.0001143608,0.00004019369,0.00036121,0.0003902504,0.00009752952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048219,"about_ca_system_score_gemma":0.0007268393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007576117,"about_ca_topic_score_gemma":0.0003754844,"domain_scores_codex":[0.9970775,0.0002698428,0.00077694,0.0007387973,0.0003481676,0.0007887284],"domain_scores_gemma":[0.9982405,0.000465015,0.0003295764,0.0006447176,0.00002641561,0.0002937375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007257328,0.0006207657,0.0003106151,0.007895812,0.002829414,0.000508982,0.0001754883,0.00004198662,3.107561e-7,0.0006936054,0.03285882,0.9539917],"study_design_scores_gemma":[0.0009992218,0.0004128592,0.003164179,0.0004764879,0.004107425,0.00005050781,0.00005326115,0.00003483859,1.890401e-8,0.00009612917,0.9904736,0.0001314705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000881998,0.9905071,0.00001680995,0.0003116118,0.0003337506,0.001968258,0.0005319925,0.00006292845,0.005385533],"genre_scores_gemma":[0.0004463444,0.9938008,0.00009026514,0.001022209,0.001608646,0.0008922629,0.001451565,0.00007443064,0.0006134582],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9576148,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486552159341093,"score_gpt":0.3645520326855003,"score_spread":0.3296865110920894,"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."}}