{"id":"W4384659181","doi":"10.1111/vox.13491","title":"Plasma collection and supply in Europe: Proceedings of an International Plasma and Fractionation Association and European Blood Alliance symposium","year":2023,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Alliance; Fractionation; Blood collection; Medicine; Political science; Chemistry; Emergency medicine; Chromatography; Law","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":[0.02122107,0.0007387105,0.0004485964,0.001424833,0.002385758,0.009655031,0.0009493682,0.005220292,0.003650424],"category_scores_gemma":[0.006443757,0.0005222096,0.0006882725,0.002277074,0.002078945,0.004752601,0.003487386,0.004663367,0.000632945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003935183,"about_ca_system_score_gemma":0.0106082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003235559,"about_ca_topic_score_gemma":0.005482199,"domain_scores_codex":[0.9946584,0.001559295,0.0005433427,0.000526146,0.001784726,0.000928096],"domain_scores_gemma":[0.9941888,0.00155369,0.0006995201,0.0001911464,0.00161498,0.001751893],"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":[0.0003994868,0.0005003431,0.006103909,0.0009747476,0.00009715684,0.001041196,0.007284839,0.000935573,0.003366281,0.02874624,0.6675373,0.2830129],"study_design_scores_gemma":[0.00001022802,0.00006494758,0.006071892,0.0006402927,0.00002194295,0.0002732792,0.002786475,0.0001165739,0.0007231719,0.002301572,0.986959,0.00003049314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03540048,0.2841743,0.007256891,0.5357361,0.07778647,0.0001376231,0.0002962668,0.0001491598,0.05906272],"genre_scores_gemma":[0.3153583,0.3094287,0.01900784,0.1121152,0.08198242,0.000337042,0.001432237,0.0003193611,0.160019],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02122107,"threshold_uncertainty_score":0.1122291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087735072507674,"score_gpt":0.2261073849290395,"score_spread":0.2152300342039628,"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."}}