{"id":"W4403184720","doi":"10.1002/ajh.27499","title":"The invisible lifeline: Intricacies of the global plasma supply","year":2024,"lang":"en","type":"editorial","venue":"American Journal of Hematology","topic":"Anarchism and Radical Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Business; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009972539,0.0001774992,0.0007396074,0.00007850117,0.0004166221,0.00005568645,0.001426811,0.0002791657,0.00001642768],"category_scores_gemma":[0.005172908,0.00008884657,0.0003932967,0.0006487651,0.00852509,0.00004661778,0.000197116,0.001162424,0.00001658508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721276,"about_ca_system_score_gemma":0.003160899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127273,"about_ca_topic_score_gemma":0.0006428479,"domain_scores_codex":[0.9967735,0.0006835295,0.0008206038,0.0001462386,0.001107733,0.0004683975],"domain_scores_gemma":[0.9943494,0.003615551,0.001202718,0.0002213506,0.0004182595,0.0001927048],"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":[0.00003710371,0.00002323258,0.0003490384,0.00002312456,0.0001311399,0.00003389596,0.0008577833,0.000001529449,1.636833e-7,0.0502399,0.9450504,0.003252698],"study_design_scores_gemma":[0.0001121613,0.0002300103,0.00002282623,0.0001203294,0.0001329378,0.00007917605,0.003924782,0.000004711142,0.000004816028,0.01813174,0.977142,0.00009446034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005135553,0.005851542,0.00004076747,0.0372551,0.945911,0.0001483445,0.0001641352,0.00001891677,0.005474635],"genre_scores_gemma":[0.1786498,0.008404397,0.0002948776,0.0003705441,0.8108069,0.000004038951,0.000004286421,0.00003862504,0.001426492],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1735143,"threshold_uncertainty_score":0.9941731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005786884733839829,"score_gpt":0.3112073898392508,"score_spread":0.305420505105411,"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."}}