{"id":"W4253830691","doi":"10.1111/j.1542-4758.2010.00447.x","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001536513,0.0008240816,0.0004944613,0.002573083,0.002447803,0.002751338,0.0009268673,0.0008076929,0.2821669],"category_scores_gemma":[0.01235351,0.0001915688,0.0004252006,0.001323253,0.0005109105,0.001970433,0.001696418,0.002881981,0.186615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001854243,"about_ca_system_score_gemma":0.002215295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005858658,"about_ca_topic_score_gemma":0.006749991,"domain_scores_codex":[0.999316,0.0001156444,0.00004477023,0.00009601147,0.0003663173,0.00006124456],"domain_scores_gemma":[0.993616,0.000922267,0.0002016091,0.0003890029,0.004090017,0.0007810669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001537466,0.00001157368,0.0000821042,0.00004341119,8.747993e-7,0.00003158424,0.00004081598,0.00002900741,0.00006031383,0.002942197,0.974021,0.02272178],"study_design_scores_gemma":[0.000002546623,0.000007340288,0.0002326282,0.00007681073,0.000001111043,0.0000359344,0.00007016377,0.00002089419,0.00007111633,0.001641,0.9978372,0.000003178637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001326315,0.01002079,0.005429968,0.05253985,0.4311096,0.0005630752,0.007162713,0.001007786,0.49084],"genre_scores_gemma":[0.006466948,0.004470877,0.002203817,0.01153894,0.04442457,0.0002732793,0.004160333,0.0005216011,0.9259397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7178332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111427871198598,"score_gpt":0.2758432297180692,"score_spread":0.2647004425982095,"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."}}