{"id":"W4312035675","doi":"10.21203/rs.3.rs-2306404/v1","title":"Highly efficient platelet generation in lung vasculature reproduced by microfluidics","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Blood transfusion and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Deutsche Forschungsgemeinschaft; University of Bristol; British Heart Foundation; Wellcome Trust","keywords":"Microfluidics; Lung; Platelet; Nanotechnology; Internal medicine; Medicine; Materials science","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":[0.0001871782,0.000220443,0.0002020429,0.0001529976,0.0001423948,0.0003985569,0.0002015692,0.0003078939,0.0006095094],"category_scores_gemma":[0.0001884273,0.000115062,0.0001765999,0.00008157547,0.0002250086,0.0001750425,0.0003287353,0.0003519757,0.0002179316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628491,"about_ca_system_score_gemma":0.0001605483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003183757,"about_ca_topic_score_gemma":0.0002461758,"domain_scores_codex":[0.9998515,0.00001931042,0.000008605437,0.00004007306,0.00003532252,0.00004528543],"domain_scores_gemma":[0.999876,0.0000374591,0.00003611326,0.00001477871,0.0000132599,0.00002234555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003800254,0.00001789273,0.0001902913,0.00003256198,0.000003832301,0.00006679029,0.00002097171,0.000394836,0.9969652,0.0002885317,0.0001574409,0.001823661],"study_design_scores_gemma":[0.00002953748,0.0002373139,0.002197355,0.000009009041,0.00001289511,0.0001388522,0.00001560243,0.00966535,0.9835964,0.000203045,0.003881377,0.00001318692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672236,0.001576393,0.02706481,0.0002257422,0.0001373711,0.0000522617,0.0003792389,0.0005510503,0.002789466],"genre_scores_gemma":[0.992203,0.0002460853,0.006621076,0.00005415792,0.00002642501,0.00003536533,0.0001118522,0.00002278989,0.0006792423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006095094,"threshold_uncertainty_score":0.002039015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463727103655213,"score_gpt":0.3689459979969804,"score_spread":0.322573287631459,"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."}}