{"id":"W3020911752","doi":"10.1111/hae.13921","title":"Low‐dose surgical prophylaxis: Optimization of use of World Federation of Hemophilia Humanitarian Aid donated clotting factor concentrates to developing countries","year":2020,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Medicine; Clotting factor; Psychological intervention; Intensive care medicine; Surgical procedures; Surgery; Nursing; Internal medicine","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":[0.001045631,0.0001992433,0.0003477792,0.0007373983,0.0001761969,0.0008952594,0.0004239874,0.0002869534,0.004495054],"category_scores_gemma":[0.003772102,0.00005739444,0.000330136,0.0006677572,0.0002598676,0.0004633434,0.0002357651,0.0005488459,0.0003474185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005492297,"about_ca_system_score_gemma":0.001470585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904121,"about_ca_topic_score_gemma":0.001697531,"domain_scores_codex":[0.9993762,0.0003040111,0.0001033247,0.00006144131,0.0001155406,0.00003945827],"domain_scores_gemma":[0.9986766,0.0005354469,0.0004848982,0.00003032146,0.0002069757,0.00006573609],"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":[0.0006796074,0.0003674116,0.02779114,0.01956703,0.0004243176,0.0005810463,0.00034865,0.0008137653,0.001698912,0.003786696,0.0153713,0.9285702],"study_design_scores_gemma":[0.000868989,0.003899314,0.2499638,0.09267517,0.003394819,0.01698941,0.003083434,0.001863766,0.01160398,0.008673782,0.6068681,0.0001154292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05642063,0.9153374,0.003321772,0.008703469,0.0005296217,0.0001449512,0.0004916187,0.00004880602,0.01500182],"genre_scores_gemma":[0.4850557,0.504542,0.004553464,0.002855282,0.0005742104,0.000195678,0.0005215695,0.0000206938,0.001681461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004495054,"threshold_uncertainty_score":0.01503748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217669689267792,"score_gpt":0.3094354653098249,"score_spread":0.237258768417147,"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."}}