{"id":"W4250106556","doi":"10.1055/a-1037-5700","title":"Viel Verkehr schadet dem Hirn","year":2020,"lang":"de","type":"article","venue":"DMW - Deutsche Medizinische Wochenschrift","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","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","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005056374,0.001307297,0.001981593,0.0002758161,0.001702807,0.0001584981,0.00149129,0.00280296,0.0113974],"category_scores_gemma":[0.02843424,0.001133811,0.0007696297,0.001577562,0.0009090837,0.0009382612,0.001003691,0.008668865,0.039576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173564,"about_ca_system_score_gemma":0.002274944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017781,"about_ca_topic_score_gemma":0.00002810811,"domain_scores_codex":[0.9849451,0.004583694,0.003190439,0.002148714,0.002539025,0.002592982],"domain_scores_gemma":[0.9832976,0.008674443,0.00172108,0.001551464,0.0007698128,0.003985546],"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":[0.002591794,0.001469161,0.00744564,0.00845742,0.002158161,0.0004849,0.09374198,0.00005267895,0.01044645,0.01872312,0.8278265,0.02660217],"study_design_scores_gemma":[0.004485789,0.001091579,0.001974289,0.001106623,0.001193109,0.000007327918,0.01451202,0.005449319,0.0004734929,0.0001901883,0.968294,0.001222285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0783172,0.09546455,0.01022791,0.7005213,0.03018144,0.007919134,0.0006069205,0.001692366,0.07506911],"genre_scores_gemma":[0.8526416,0.01141847,0.01583428,0.09001739,0.02486567,0.0004346967,0.0007877296,0.000549545,0.003450674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7743244,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184850824040842,"score_gpt":0.4018147949562203,"score_spread":0.2833297125521361,"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."}}