{"id":"W3041200754","doi":"10.1055/a-1157-3128","title":"Ursachen, Diagnostik und Therapie von HWS-Verletzungen","year":2020,"lang":"de","type":"article","venue":"Der Schmerzpatient","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.0001933343,0.0006384604,0.0007217832,0.0001832541,0.0002148573,0.0001709891,0.0004631185,0.0002647061,0.002567092],"category_scores_gemma":[0.000360999,0.0005992598,0.0003699597,0.0006754582,0.0001688103,0.0002637662,0.0003112115,0.0005629254,0.009678422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509969,"about_ca_system_score_gemma":0.0001217371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002029229,"about_ca_topic_score_gemma":0.00001536446,"domain_scores_codex":[0.9962005,0.0001573757,0.0007556708,0.001013248,0.0009781366,0.0008950406],"domain_scores_gemma":[0.9976238,0.0003089223,0.0002760604,0.0007463614,0.0001668152,0.000878037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007903847,0.00216238,0.4602902,0.0008351783,0.009823261,0.0008941705,0.01117326,0.0001090235,0.0000776966,0.002805437,0.3952869,0.1157522],"study_design_scores_gemma":[0.005044552,0.002492824,0.1246765,0.0004378226,0.009323272,9.194725e-7,0.0003483182,0.0009935112,0.0017369,0.00009835291,0.8539144,0.0009325521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3250109,0.5727726,0.001022726,0.071995,0.006344165,0.003715721,0.0001760436,0.0006466667,0.01831624],"genre_scores_gemma":[0.9750128,0.004102615,0.0004537153,0.01688641,0.002507972,0.0001454801,0.0003349503,0.0001281434,0.0004279292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6500019,"threshold_uncertainty_score":0.9996459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082497500202414,"score_gpt":0.2782542374393782,"score_spread":0.237429262437354,"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."}}