{"id":"W4233873225","doi":"10.1016/s0003-4975(02)04631-3","title":"Invited commentary","year":2003,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Complement system; Biomaterial; Medicine; In vivo; In vitro; Fibrinogen; Protein adsorption; Platelet activation; Biophysics; Adsorption; Adhesion; Heparin; Cell biology; Platelet; Biochemistry; Immunology; Chemistry; Biomedical engineering; Surgery; Internal medicine; 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":[0.006448664,0.001023678,0.00168117,0.001233685,0.004641436,0.005349212,0.003092498,0.06730543,0.03543521],"category_scores_gemma":[0.05265443,0.0007844518,0.002163041,0.0009580138,0.002177123,0.003044601,0.002946678,0.03675295,0.01653567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005334216,"about_ca_system_score_gemma":0.007774406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008000655,"about_ca_topic_score_gemma":0.01391973,"domain_scores_codex":[0.9942079,0.001370113,0.0004457272,0.0008579745,0.002027183,0.001091178],"domain_scores_gemma":[0.9766651,0.01137455,0.001284409,0.0008826946,0.005688297,0.004104943],"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":[0.00002113986,0.000004332621,0.00007058544,0.00004484511,0.000006612976,0.0001994126,0.00003499038,0.000007146057,0.0000253436,0.0005383921,0.9973692,0.001677996],"study_design_scores_gemma":[0.00008476112,0.00002213331,0.000684508,0.0003736378,0.00003957639,0.0003978598,0.0002051469,0.00003874416,0.00008240754,0.001567846,0.9964774,0.00002609715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001957999,0.002500296,0.00004034021,0.8435911,0.1458062,0.000026917,0.00008579892,0.00002075877,0.007732917],"genre_scores_gemma":[0.001571783,0.0009719771,0.00005066991,0.9169732,0.06039443,0.00005074584,0.00003405011,0.00002152176,0.01993171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06730543,"threshold_uncertainty_score":0.1185426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2136978842257296,"score_gpt":0.4155803851868798,"score_spread":0.2018825009611502,"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."}}