{"id":"W4243242057","doi":"10.1111/hdi.12669","title":"Preface","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.001716114,0.0007426151,0.0004688225,0.002403147,0.002320421,0.002468404,0.0009393512,0.0008376808,0.2567729],"category_scores_gemma":[0.01573271,0.0001783874,0.0004278777,0.001209723,0.0005179452,0.001704385,0.001750839,0.002950552,0.1637976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870299,"about_ca_system_score_gemma":0.002373114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979741,"about_ca_topic_score_gemma":0.006284572,"domain_scores_codex":[0.9992424,0.0001445658,0.00005586504,0.0001087173,0.0003819179,0.00006659943],"domain_scores_gemma":[0.9925011,0.001284793,0.0002496735,0.0004803661,0.004550759,0.0009333206],"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":[0.00001921222,0.00001276227,0.00009718251,0.00005648095,0.000001108043,0.00003602924,0.0000465266,0.00002886176,0.00006067172,0.002574524,0.9743254,0.02274124],"study_design_scores_gemma":[0.000002956172,0.000007598796,0.0002655912,0.00009106757,0.000001220679,0.00004229389,0.00006983691,0.00001795976,0.00007509204,0.001467708,0.9979552,0.000003456689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001448628,0.01159851,0.005728908,0.06218512,0.5146527,0.0006512321,0.00862158,0.001057602,0.3940557],"genre_scores_gemma":[0.0088177,0.006245804,0.002919915,0.01929134,0.07115143,0.0004411426,0.005882434,0.0006690787,0.8845811],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2567729,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914160195184951,"score_gpt":0.3627511340940899,"score_spread":0.3236095321422404,"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."}}