{"id":"W4393201137","doi":"10.1515/cclm-2024-0296","title":"The 10+1 Santorini Conference","year":2024,"lang":"en","type":"article","venue":"Clinical Chemistry and Laboratory Medicine (CCLM)","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung, Wissenschaft und Forschung","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":[0.003891973,0.001525106,0.0007462086,0.001707688,0.001631256,0.005692902,0.001813092,0.004547404,0.1620895],"category_scores_gemma":[0.005159408,0.0004846963,0.001129417,0.000678952,0.001189845,0.001847822,0.004104215,0.004036302,0.08519173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003948798,"about_ca_system_score_gemma":0.006437636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007238998,"about_ca_topic_score_gemma":0.01116156,"domain_scores_codex":[0.9974148,0.0005056867,0.0001233612,0.0005416332,0.0008968927,0.000517537],"domain_scores_gemma":[0.9974848,0.0002661753,0.000114852,0.0001963624,0.001015267,0.0009225273],"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":[0.00008591025,0.00003926961,0.0003858352,0.0001599794,0.00001035746,0.0001408022,0.00005202383,0.00009525499,0.0003800465,0.004623666,0.9485995,0.04542747],"study_design_scores_gemma":[0.000006495799,0.00001457161,0.0004597849,0.0001129207,0.000002520616,0.00007353853,0.00002841603,0.00003946051,0.00008803425,0.0004819207,0.9986879,0.000004375951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003478143,0.03521992,0.002360668,0.1206714,0.3477233,0.0002988613,0.003882666,0.0009877493,0.4853773],"genre_scores_gemma":[0.02254716,0.01999472,0.003200768,0.0299009,0.06454762,0.0002885756,0.005132345,0.0009048441,0.853483],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1620895,"threshold_uncertainty_score":0.5422435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09227846553390288,"score_gpt":0.4442653840467783,"score_spread":0.3519869185128754,"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."}}