{"id":"W1935156857","doi":"10.1111/trf.12477","title":"The symbolic roots of blood donation","year":2013,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Donation; Blood donor; Vitality; Variety (cybernetics); Medicine; Psychology; Social psychology; Family medicine; Biology; Law; Political science; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002956183,0.0001016911,0.0001034804,0.0001152678,0.0003036313,0.0001761324,0.0001931917,0.00005417563,0.001099166],"category_scores_gemma":[0.00004879087,0.00006809002,0.00007112305,0.0003687405,0.00004988526,0.001186564,0.00002033443,0.0001063375,0.0003509437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002540711,"about_ca_system_score_gemma":0.0000101211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404389,"about_ca_topic_score_gemma":0.0003690265,"domain_scores_codex":[0.99911,0.00001458242,0.0002685963,0.0001485997,0.0003090773,0.0001491734],"domain_scores_gemma":[0.9993441,0.0001116588,0.0001277371,0.0001737059,0.0002333225,0.000009518037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001329103,0.0009751754,0.02418727,0.0003224129,0.0001827583,0.000003525774,0.0003353669,0.00006251351,0.1928289,0.3700142,0.004288835,0.4066661],"study_design_scores_gemma":[0.005408942,0.00007180442,0.5749678,0.0001352487,0.000716216,0.0000109069,0.00111746,0.004997008,0.01703035,0.03618844,0.3586393,0.0007165053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9266983,0.000200683,0.0003283796,0.008000155,0.000367018,0.0004575866,7.538924e-7,0.0001048653,0.06384221],"genre_scores_gemma":[0.9984424,0.0003014331,0.00005620034,0.000567821,0.0001950109,0.00003391445,0.000007547334,0.00001371524,0.0003819205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5507805,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197418287710009,"score_gpt":0.2194954794537568,"score_spread":0.2075212965766567,"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."}}