{"id":"W4406448429","doi":"10.1016/j.ypat.2015.06.080","title":"10.1016/j.ypat.2015.06.080","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Hepatic fibrosis; Fibrosis; Heart failure; Gastroenterology","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":["insufficient_payload"],"category_scores_codex":[0.0006186308,0.0009835385,0.0005177243,0.001467943,0.0008366115,0.00265156,0.001052921,0.003209581,0.8986682],"category_scores_gemma":[0.001888323,0.0003758377,0.0006848697,0.0006787711,0.0007849173,0.002076179,0.001257361,0.001597503,0.8553757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008182688,"about_ca_system_score_gemma":0.001246574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00239767,"about_ca_topic_score_gemma":0.002272835,"domain_scores_codex":[0.9997289,0.00002814697,0.00002302092,0.00006968311,0.00007835383,0.00007203365],"domain_scores_gemma":[0.9990565,0.0001672811,0.0001277873,0.00006379135,0.0001652662,0.0004192987],"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":[0.0003553803,0.0003225194,0.007167866,0.0004103636,0.00004298911,0.000552741,0.00009842453,0.0002844165,0.0006632961,0.00487248,0.332816,0.6524137],"study_design_scores_gemma":[0.0001049768,0.0001658528,0.006677391,0.001024392,0.00006454462,0.004496924,0.0002886037,0.0004126694,0.0005812242,0.007106171,0.9790431,0.00003403241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006600196,0.01179811,0.004040264,0.0128511,0.003100304,0.0001535049,0.00517222,0.002447798,0.9538366],"genre_scores_gemma":[0.02383309,0.005294953,0.003394425,0.003401804,0.001180425,0.0001217209,0.00330081,0.0004743367,0.9589984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1013318,"threshold_uncertainty_score":0.1445374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006442920641316424,"score_gpt":0.2031573344438051,"score_spread":0.1967144138024887,"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."}}