{"id":"W1997528127","doi":"10.1007/s11242-011-9866-y","title":"Modeling Filtration of Platelet-Rich Plasma in Fibrous Filters","year":2011,"lang":"en","type":"article","venue":"Transport in Porous Media","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Filtration (mathematics); Fiber; Materials science; Mechanics; Drag; Porosity; Membrane; van der Waals force; Biophysics; Composite material; Chemistry; Physics; Statistics; Mathematics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000628843,0.0006869808,0.001108468,0.0007627447,0.001116686,0.00204908,0.00120761,0.003333662,0.001129068],"category_scores_gemma":[0.002231115,0.0006162974,0.001135665,0.0006773985,0.001268105,0.001308627,0.0006956696,0.0007699619,0.000200032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239522,"about_ca_system_score_gemma":0.002043963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04248362,"about_ca_topic_score_gemma":0.01079575,"domain_scores_codex":[0.9997169,0.00007478383,0.00001199552,0.00004146238,0.00006207382,0.00009265791],"domain_scores_gemma":[0.998754,0.0008234445,0.0001150362,0.00004292114,0.0001578135,0.0001068272],"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":[0.00003352774,0.00003833873,0.0005053906,0.00001878604,0.00001336329,0.00006923907,0.00002413925,0.9933659,0.001534515,0.003820064,0.00008328656,0.0004934372],"study_design_scores_gemma":[0.000006144944,0.000005010682,0.00006003883,0.000001699784,0.000002422809,0.000005639639,0.000006864608,0.9992203,0.0002762505,0.0003669387,0.00004541582,0.000003282706],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743908,0.0009371155,0.2021583,0.001253361,0.0001934795,0.000139036,0.0003694959,0.000263913,0.0202944],"genre_scores_gemma":[0.983305,0.0003858571,0.01085327,0.0001261859,0.00004075636,0.00008199756,0.0001333634,0.00005678744,0.005016823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04248362,"threshold_uncertainty_score":0.08447272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375041813595726,"score_gpt":0.2218462784851368,"score_spread":0.1880958603491795,"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."}}