{"id":"W4387386812","doi":"10.5114/pr.2022.131065","title":"Validation of models of venous outflow from the cranial cavity in the supine and upright body positions","year":2022,"lang":"en","type":"article","venue":"Phlebological Review","topic":"Surface Treatment and Coatings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supine position; Outflow; Body position; Medicine; Anatomy; Internal medicine; Physics; Physical medicine and rehabilitation; Meteorology","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":[0.002276075,0.00120512,0.001549482,0.001112207,0.0006418194,0.00260346,0.002266845,0.00226951,0.004640984],"category_scores_gemma":[0.01009046,0.0006763638,0.002695021,0.0007623266,0.001134348,0.001828272,0.001631964,0.001859488,0.001656471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747345,"about_ca_system_score_gemma":0.002592679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0263957,"about_ca_topic_score_gemma":0.009524419,"domain_scores_codex":[0.9986678,0.0005698852,0.0001099228,0.0002300176,0.000312747,0.0001096052],"domain_scores_gemma":[0.9944314,0.003954607,0.0003571014,0.0002622935,0.0007991615,0.0001955187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009058684,0.0002547141,0.01606918,0.001452593,0.0002949358,0.0004275868,0.000411513,0.9021162,0.003979512,0.01810308,0.00844301,0.04754178],"study_design_scores_gemma":[0.0002117525,0.0005341444,0.007936876,0.001115898,0.0003290586,0.0003543165,0.0002536435,0.9478779,0.004725347,0.01629445,0.02017578,0.0001908261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4872484,0.03589383,0.382726,0.005909361,0.002607114,0.0008414336,0.02186232,0.001511176,0.06140041],"genre_scores_gemma":[0.9425812,0.01095571,0.02904823,0.000791723,0.0003115189,0.0008203442,0.00900265,0.0003404557,0.00614827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0263957,"threshold_uncertainty_score":0.05248415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803772303912434,"score_gpt":0.2425084460130361,"score_spread":0.2144707229739118,"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."}}