{"id":"W4409260125","doi":"10.1055/a-2480-4248","title":"Bericht der Kommission „Spine Science“ 2024","year":2025,"lang":"de","type":"article","venue":"Die Wirbelsäule","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SPINE (molecular biology); Political science; Biology; Bioinformatics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000568815,0.0003990166,0.0006524546,0.0006545267,0.0003936092,0.00009386027,0.000541941,0.0002743737,0.002802595],"category_scores_gemma":[0.0007480656,0.0003306951,0.0002567569,0.001467353,0.0008792384,0.0002734633,0.0005434218,0.0005634082,0.003608197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292956,"about_ca_system_score_gemma":0.0007642715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001215426,"about_ca_topic_score_gemma":0.00001019479,"domain_scores_codex":[0.9969962,0.00007029618,0.0006237881,0.0008772112,0.0004931431,0.0009393382],"domain_scores_gemma":[0.9983044,0.00001399838,0.0001260979,0.0008720891,0.0003206033,0.0003628564],"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":[0.0001365324,0.001934464,0.01676421,0.001045419,0.0009978662,0.0009220483,0.001573002,0.000009416164,0.1564951,0.01239867,0.6312205,0.1765027],"study_design_scores_gemma":[0.004132989,0.001609086,0.2480706,0.002714245,0.001887555,0.00002096383,0.0007524091,0.003930011,0.06586551,0.001538135,0.6686826,0.0007958582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1695952,0.2317553,0.001990048,0.02264913,0.0259388,0.001273721,0.00005397586,0.0002939223,0.5464499],"genre_scores_gemma":[0.7451327,0.003405695,0.001232124,0.009713114,0.00161486,0.00006082404,0.00008032045,0.00006533977,0.238695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5755375,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557634901006354,"score_gpt":0.3328329857317489,"score_spread":0.3172566367216853,"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."}}