{"id":"W4367839435","doi":"10.1111/hae.14795","title":"Commentary on Laffan et al expert consensus for equitable care for VWD","year":2023,"lang":"en","type":"letter","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Equity (law); Haemophilia; Health care; Psychological intervention; Voting; Family medicine; Nursing; Pediatrics; Political science; Politics","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":[0.0426174,0.001528132,0.0032303,0.002813338,0.008078195,0.008244175,0.01048584,0.07123024,0.01432174],"category_scores_gemma":[0.3016435,0.001602135,0.003869531,0.002423716,0.008449026,0.0116948,0.006689482,0.0791388,0.00781309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366142,"about_ca_system_score_gemma":0.0260915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454128,"about_ca_topic_score_gemma":0.01394691,"domain_scores_codex":[0.9289077,0.03200599,0.007558182,0.005169205,0.02187732,0.004481595],"domain_scores_gemma":[0.7338229,0.1665992,0.008590237,0.003112837,0.07627986,0.01159495],"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":[0.00001282078,0.000004395555,0.00003041594,0.0002451121,0.00001024576,0.0001037646,0.0002179981,0.00001719642,0.00001118256,0.0007349361,0.996613,0.001998984],"study_design_scores_gemma":[0.00009942768,0.00003249832,0.0002350605,0.006596867,0.00004846721,0.0007431632,0.001349535,0.0001765363,0.0001233726,0.005496868,0.9850071,0.00009107358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004955067,0.001853343,0.00008365029,0.9314529,0.06571428,0.00001855968,0.00006384691,0.00001324009,0.0007507194],"genre_scores_gemma":[0.001010321,0.001757076,0.0001567144,0.9523741,0.04359994,0.00009017515,0.00003557652,0.00002571933,0.0009503638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07123024,"threshold_uncertainty_score":0.225385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09102013016631588,"score_gpt":0.3912946935715891,"score_spread":0.3002745634052732,"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."}}