{"id":"W4411658215","doi":"10.51847/6c31fs3","title":"10.51847/6C31Fs3","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine","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":[0.0004044529,0.001703647,0.001030803,0.002109442,0.0008520194,0.002293909,0.001692878,0.002471096,0.9133765],"category_scores_gemma":[0.0009320559,0.0004404108,0.0006997482,0.002317236,0.0005385954,0.00217478,0.002331823,0.001099856,0.9449685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322247,"about_ca_system_score_gemma":0.0006873115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001451687,"about_ca_topic_score_gemma":0.001373231,"domain_scores_codex":[0.9996164,0.00003025988,0.00002837285,0.00008681537,0.000173794,0.00006436004],"domain_scores_gemma":[0.9994331,0.0001028613,0.00004554821,0.00005657669,0.0001849351,0.0001769699],"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":[0.0000897236,0.00009594702,0.000149776,0.00141016,0.00001548165,0.0001855457,0.00003668596,0.0001151243,0.001662758,0.001600633,0.2264342,0.7682039],"study_design_scores_gemma":[0.00001810824,0.00003488295,0.0002681427,0.0004518583,0.00000618167,0.0002869688,0.0000143139,0.00002042902,0.0001833083,0.0003282125,0.9983804,0.000007174557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007067988,0.02687149,0.0008642715,0.0009899094,0.002967419,0.000230887,0.001551455,0.0009325194,0.9648854],"genre_scores_gemma":[0.001800988,0.01493887,0.0009500033,0.001234694,0.0008507787,0.0001039617,0.001521558,0.000199282,0.9783999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08662349,"threshold_uncertainty_score":0.1235579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892096132073816,"score_gpt":0.282754732817617,"score_spread":0.2438337714968788,"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."}}