{"id":"W4406560258","doi":"10.1016/s2211-0364(19)30070-6","title":"10.1016/s2211-0364(19)30070-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.001164003,0.003028713,0.001945033,0.002891009,0.002634552,0.00369082,0.003498024,0.005858436,0.9896946],"category_scores_gemma":[0.00177584,0.0009945546,0.001639026,0.002332647,0.001973319,0.00515251,0.003724976,0.002854588,0.9923159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088848,"about_ca_system_score_gemma":0.001227692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0034689,"about_ca_topic_score_gemma":0.0032394,"domain_scores_codex":[0.9992348,0.00005143462,0.00006709133,0.0002528125,0.0002065849,0.0001873865],"domain_scores_gemma":[0.9978004,0.0005387811,0.0001457117,0.0002393989,0.0003903049,0.00088537],"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":[0.000516378,0.0002918222,0.0008768871,0.0007012006,0.00003981496,0.0003167164,0.0001043751,0.0004393592,0.001915337,0.005650562,0.3463393,0.6428081],"study_design_scores_gemma":[0.00007833538,0.0001481921,0.0007910032,0.0003135403,0.00001431719,0.0004716638,0.00009630649,0.0001870074,0.000375392,0.0007271034,0.9967719,0.00002526119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004495506,0.000519532,0.0006639857,0.0003948785,0.0003784614,0.000114423,0.0007311331,0.000744526,0.9960034],"genre_scores_gemma":[0.0006156754,0.0002439787,0.0004333013,0.0002479965,0.0001163623,0.00006364439,0.0004717335,0.0001471704,0.9976602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0103054,"threshold_uncertainty_score":0.01469934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008248288446871947,"score_gpt":0.2080266816230423,"score_spread":0.1997783931761704,"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."}}