{"id":"W4404167467","doi":"10.70472/dgeu2640","title":"A champion of perseverance","year":2024,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Philosophy; Political science; Law","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":[0.008292402,0.000656153,0.0008135227,0.0008508429,0.02532039,0.008115392,0.002293194,0.005880709,0.01331327],"category_scores_gemma":[0.03084764,0.0003622344,0.0004874743,0.0005260096,0.02218896,0.004612218,0.00560784,0.01732027,0.002967635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01714971,"about_ca_system_score_gemma":0.02716224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1943067,"about_ca_topic_score_gemma":0.382134,"domain_scores_codex":[0.9821516,0.007939026,0.0003065033,0.001224935,0.004672751,0.003705224],"domain_scores_gemma":[0.9556624,0.007744793,0.00238011,0.001440889,0.01510185,0.01766993],"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":[0.00005703604,0.00009921492,0.008448092,0.0001397937,0.00004252698,0.007700263,0.3641269,0.00009645613,0.001694259,0.02772309,0.5593661,0.03050626],"study_design_scores_gemma":[0.00001004025,0.00003641564,0.002624302,0.0003586891,0.0000090598,0.003450103,0.2511894,0.0001155165,0.0002722953,0.003612676,0.7382434,0.00007819027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1020969,0.008491827,0.00242432,0.7055253,0.0155706,0.0001352251,0.0001590538,0.0003456716,0.1652511],"genre_scores_gemma":[0.6419029,0.002850667,0.001435429,0.2081519,0.001603805,0.00007248222,0.00008413466,0.0003867066,0.143512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1943067,"threshold_uncertainty_score":0.3863514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464874629725375,"score_gpt":0.2711573364901737,"score_spread":0.24650859019292,"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."}}