{"id":"W4324308734","doi":"10.1080/17474086.2023.2175661","title":"Building the foundation for a community-generated national research blueprint for inherited bleeding disorders: research priorities for ultra-rare inherited bleeding disorders","year":2023,"lang":"en","type":"article","venue":"Expert Review of Hematology","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Hamilton Regional Laboratory Medicine Program","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Blueprint; Psychosocial; Multidisciplinary approach; Distress; Intensive care medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01283366,0.0002569183,0.0008290238,0.0008122396,0.0017536,0.0000661431,0.0005074784,0.0002314046,0.00005181617],"category_scores_gemma":[0.01418855,0.0001840104,0.0003223531,0.0019912,0.0006825936,0.0001541104,0.0001960063,0.000771863,0.00001133004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281755,"about_ca_system_score_gemma":0.0006490541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656226,"about_ca_topic_score_gemma":0.000121023,"domain_scores_codex":[0.9954945,0.001013492,0.0008466982,0.0004666114,0.001169167,0.001009536],"domain_scores_gemma":[0.9864224,0.00934716,0.000150668,0.0004815506,0.003468961,0.0001293161],"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":[0.004811243,0.00275402,0.008604786,0.1596011,0.00281506,0.00001448201,0.02178816,0.00002291586,0.2139801,0.1632499,0.2601731,0.1621852],"study_design_scores_gemma":[0.01346478,0.006059441,0.00107975,0.03564665,0.0002405904,0.0001449969,0.03108979,0.01555077,0.05034214,0.06701759,0.7782809,0.001082618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.594335,0.12199,0.006785361,0.2259539,0.001170113,0.04652547,0.0002516754,0.0005915092,0.002396944],"genre_scores_gemma":[0.8550987,0.1067837,0.0143229,0.0006795458,0.0007750657,0.01986597,0.001423478,0.0002087126,0.0008419097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5181078,"threshold_uncertainty_score":0.999546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303191520935952,"score_gpt":0.5041977961139616,"score_spread":0.2738786440203664,"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."}}