{"id":"W3172920729","doi":"10.5114/pr.2021.106836","title":"30 years of the Polish Society of Phlebology – how it all happened","year":2021,"lang":"en","type":"article","venue":"Phlebological Review","topic":"Language and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01446288,0.001285893,0.001486078,0.00543106,0.004538611,0.0146013,0.001640467,0.004811994,0.03739834],"category_scores_gemma":[0.0397468,0.001194632,0.001153837,0.004785202,0.004035752,0.01803397,0.006036007,0.01064797,0.02729511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007370635,"about_ca_system_score_gemma":0.01670495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108766,"about_ca_topic_score_gemma":0.01208282,"domain_scores_codex":[0.9872425,0.004095925,0.001054435,0.001101401,0.005567505,0.0009382733],"domain_scores_gemma":[0.9744925,0.006186859,0.001695107,0.001106316,0.01144212,0.005077047],"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":[0.00007427683,0.00002674958,0.0006468158,0.001566005,0.00003544254,0.0001609523,0.001351318,0.00006014353,0.0001660849,0.01693813,0.8014089,0.1775652],"study_design_scores_gemma":[0.0000051785,0.0000123945,0.000611586,0.001167507,0.00001008322,0.0001325852,0.0006827834,0.00001081604,0.00005633672,0.002736917,0.9945585,0.00001531408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0008015445,0.5752137,0.001307094,0.3442878,0.05131923,0.00006349068,0.0004419703,0.0001810391,0.02638406],"genre_scores_gemma":[0.01879329,0.731024,0.003082394,0.1098697,0.03706469,0.0003187757,0.001327277,0.0005014658,0.09801849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03739834,"threshold_uncertainty_score":0.1251099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683155668562099,"score_gpt":0.3590529882960493,"score_spread":0.2907374214398394,"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."}}