{"id":"W4324311216","doi":"10.1080/17474086.2023.2181781","title":"Building the foundation for a community-generated national research blueprint for inherited bleeding disorders: facilitating research through infrastructure, workforce, resources and funding","year":2023,"lang":"en","type":"article","venue":"Expert Review of Hematology","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"National Hemophilia Foundation","keywords":"Blueprint; Medicine; Workforce; Multidisciplinary approach; Summit; Capacity building; Workforce development; Medical education; Public relations; Nursing; Political science; Engineering","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2163981,0.001907587,0.002377163,0.00579882,0.009486941,0.01931973,0.01015632,0.02727913,0.02425422],"category_scores_gemma":[0.2457759,0.001983516,0.003224511,0.002832439,0.01274044,0.02055288,0.05534981,0.03348337,0.008303672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01533639,"about_ca_system_score_gemma":0.2817644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133593,"about_ca_topic_score_gemma":0.01691384,"domain_scores_codex":[0.8439166,0.09321484,0.008122958,0.008569831,0.02591635,0.02025939],"domain_scores_gemma":[0.5739785,0.1558781,0.01802039,0.03422698,0.07266386,0.1452323],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002228623,0.0007507551,0.004526366,0.003582746,0.0003321634,0.0009182163,0.004079034,0.001373107,0.002010819,0.1027019,0.6142566,0.2652454],"study_design_scores_gemma":[0.0003934605,0.0006099252,0.004965959,0.009655758,0.0001556749,0.0003901667,0.004949516,0.0008705705,0.0009394391,0.0761042,0.9007429,0.0002224038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002213063,0.01425749,0.01905321,0.9302028,0.01906824,0.001037329,0.0003889489,0.0005990449,0.01317987],"genre_scores_gemma":[0.09619509,0.03841835,0.2758643,0.5317562,0.01942504,0.008497653,0.002792908,0.0009204281,0.02612997],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7836019,"threshold_uncertainty_score":0.9663206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661515573925404,"score_gpt":0.5173313830945768,"score_spread":0.2511798257020365,"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."}}