{"id":"W2187589338","doi":"","title":"Thromboelastography cups and pins for improved blood coagulation testing: surface modification by plasma coating","year":2012,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Chemistry; Thromboelastography; Factor XII; Coagulation; Surface modification; Coating; Contact angle; Whole blood; Clotting time; Hexamethyldisiloxane; Chemical engineering; Polymer chemistry; Plasma; Materials science; Organic chemistry; Composite material; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005663295,0.0006894003,0.0007670184,0.0003944457,0.0003934477,0.0002856405,0.0003944842,0.0006070785,0.0001097051],"category_scores_gemma":[0.0003556171,0.0007154777,0.0001510023,0.0003979831,0.0002272208,0.0003897898,0.0002089101,0.0003423271,0.00002561518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453438,"about_ca_system_score_gemma":0.0001071276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320593,"about_ca_topic_score_gemma":0.001849199,"domain_scores_codex":[0.9970859,0.0001422324,0.0006822174,0.000849855,0.0003220809,0.0009177243],"domain_scores_gemma":[0.9971892,0.0005009616,0.001116654,0.0007374068,0.0001786785,0.0002771122],"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":[0.0000584332,0.0002539714,0.006295062,0.0001582246,0.0001360724,6.086545e-7,0.0001822946,0.00009586418,0.9122117,0.0005783503,0.07727561,0.002753805],"study_design_scores_gemma":[0.003101213,0.0006068378,0.002978968,0.0008212405,0.001048979,0.0001147466,0.0004092496,0.05747995,0.7653692,0.0005280873,0.1643526,0.003188914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2704878,0.02778052,0.6419877,0.002765159,0.003001857,0.01096305,0.008375935,0.008974744,0.0256633],"genre_scores_gemma":[0.406256,0.0009370192,0.469184,0.0008413066,0.0009322544,0.002676452,0.0007891663,0.002044761,0.1163391],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1728037,"threshold_uncertainty_score":0.9995297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287354825035819,"score_gpt":0.2602233780654494,"score_spread":0.2373498298150912,"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."}}