{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004262747,0.0002896846,0.0007121846,0.00001461111,0.0002455331,0.0001189673,0.0002110518,0.0003774617,0.002218035],"category_scores_gemma":[0.01022725,0.0001684584,0.0001457419,0.0004048007,0.001361085,0.0001451993,0.00008878876,0.00136154,0.0001472887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003081717,"about_ca_system_score_gemma":0.0006495542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006006264,"about_ca_topic_score_gemma":0.000002795703,"domain_scores_codex":[0.996973,0.0002578783,0.00126162,0.0006900264,0.0004394601,0.0003780162],"domain_scores_gemma":[0.9913337,0.006540672,0.0001963309,0.0007092613,0.0004984881,0.0007215083],"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":[0.005863472,0.001241903,0.02813761,0.005130592,0.002411958,0.002384533,0.0008764244,8.312387e-7,0.03587987,0.02402626,0.6568977,0.2371489],"study_design_scores_gemma":[0.001809826,0.0004097105,0.002846529,0.0005940281,0.0004284811,0.00003215711,0.0005018095,0.0003920145,0.0004824667,0.0004649872,0.991824,0.0002139982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6969988,0.07096431,0.0001990923,0.1599687,0.004350615,0.0009079751,0.0001644385,0.0008117496,0.06563429],"genre_scores_gemma":[0.9611531,0.00786339,0.00008217027,0.005372207,0.006561017,0.00003716358,0.00003932213,0.00004910561,0.01884254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349263,"threshold_uncertainty_score":0.9986941,"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."}}