{"id":"W4233646402","doi":"10.12927/hcq..16489","title":"Editorial","year":2003,"lang":"es","type":"editorial","venue":"Healthcare Quarterly","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Political science; Medical education","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001549159,0.000965532,0.001047638,0.0007410049,0.0009354877,0.002347717,0.0007325673,0.002290752,0.002161393],"category_scores_gemma":[0.0005523334,0.001001684,0.0004321521,0.0009230027,0.000120087,0.002864051,0.00004197919,0.002601062,0.007369386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487129,"about_ca_system_score_gemma":0.0009172976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005491502,"about_ca_topic_score_gemma":0.001224898,"domain_scores_codex":[0.9933398,0.0002525207,0.001392461,0.001323545,0.002607437,0.00108421],"domain_scores_gemma":[0.9944716,0.0006766091,0.001419597,0.0008558498,0.002439495,0.0001368176],"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":[0.0002251276,0.0002921346,0.00009214445,0.002320881,0.0001092951,0.00002149552,0.000190937,1.741517e-7,0.000004440123,0.01140274,0.9572473,0.0280933],"study_design_scores_gemma":[0.002156985,0.0003186322,0.00006478229,0.0004061433,0.0003137974,0.000002424426,0.0007221171,0.00000994859,0.000001005401,0.001670022,0.9933781,0.000956046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007969521,0.001151317,0.00003693461,0.01392718,0.9644458,0.0008803548,0.0001229595,0.0003274954,0.01902826],"genre_scores_gemma":[0.003415398,0.0005253447,0.00007736382,0.002861894,0.9897992,0.0001112513,0.0008826427,0.0001906144,0.0021363],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03613077,"threshold_uncertainty_score":0.9997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428082247728854,"score_gpt":0.2807683995394103,"score_spread":0.2664875770621218,"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."}}