{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006046579,0.00007736064,0.0003849233,0.000003327531,0.00007308869,0.00001023197,0.0004084869,0.0001488039,0.002523726],"category_scores_gemma":[0.001342779,0.00004573089,0.0003955828,0.0002644062,0.000408134,0.00004231073,0.0001441515,0.0001549587,0.0000199801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000185336,"about_ca_system_score_gemma":0.000135289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009789888,"about_ca_topic_score_gemma":0.0001483556,"domain_scores_codex":[0.9985967,0.0005058991,0.0002086888,0.0001787245,0.000284567,0.0002253932],"domain_scores_gemma":[0.9992058,0.0001704403,0.0001697407,0.0002553599,0.0001396569,0.00005906188],"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":[0.000009997125,0.0005523455,0.003178809,0.002493546,0.0003335642,0.00005509871,0.01890372,8.671924e-7,0.0150891,0.1313042,0.6927425,0.1353362],"study_design_scores_gemma":[0.0001003188,0.00001823887,0.002056799,0.0003644855,0.0000738207,0.000003221298,0.001297661,2.958865e-7,0.0005067978,0.001431407,0.9940709,0.00007607923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08826296,0.5047887,0.00005329906,0.2876267,0.0007746324,0.001449591,0.00006452089,0.00009834424,0.1168813],"genre_scores_gemma":[0.6713033,0.2788911,0.0007105402,0.04344311,0.0002963575,0.00002864914,0.00001353493,0.00001038509,0.00530308],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5830403,"threshold_uncertainty_score":0.9983881,"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."}}