{"id":"W4292714772","doi":"10.51731/cjht.2022.425","title":"Reflections on the Canadian Bleeding Disorders Registry: Lessons Learned and Future Perspectives","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Disease; Modalities; Medicine; Epidemiology; Product (mathematics); Family medicine; Intensive care medicine; Business; Pathology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09699822,0.001660538,0.002270644,0.004415571,0.01357693,0.02028,0.01129929,0.02513833,0.0209553],"category_scores_gemma":[0.1599827,0.001241259,0.002441066,0.006876922,0.01675157,0.02542106,0.009615535,0.03370815,0.003381197],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07161862,"about_ca_system_score_gemma":0.3197917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8822116,"about_ca_topic_score_gemma":0.9190139,"domain_scores_codex":[0.9478191,0.01642113,0.003950846,0.003287761,0.01934671,0.009174407],"domain_scores_gemma":[0.7112176,0.08539528,0.005631414,0.007282815,0.1203612,0.07011162],"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":[0.00005470293,0.00004263663,0.002142955,0.00041987,0.00003149557,0.0002870535,0.001468091,0.000291652,0.00006342282,0.03209715,0.9335123,0.02958865],"study_design_scores_gemma":[0.00007694805,0.0000486051,0.004752907,0.004356129,0.00006450032,0.0004470648,0.01289139,0.0006597687,0.0001299366,0.02045809,0.9558713,0.0002432915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000401927,0.008339678,0.0003470697,0.9835811,0.00482984,0.0000156782,0.0004202836,0.00004174223,0.002022702],"genre_scores_gemma":[0.03523632,0.05411097,0.0106026,0.87409,0.01505505,0.0001926262,0.002347409,0.0002404033,0.008124688],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9283814,"threshold_uncertainty_score":0.5196319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100831696613066,"score_gpt":0.4017112021239375,"score_spread":0.2916280324626309,"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."}}