{"id":"W4404415800","doi":"10.1111/hae.15113","title":"Evaluating the impact of the self‐BAT screening tool on patient outcomes: Results of the let's talk period project","year":2024,"lang":"en","type":"article","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"CSL Behring; Bayer","keywords":"Medicine; Observational study; Gold standard (test); Pediatrics; Tertiary care; Retrospective cohort study; Psychological intervention; Major bleeding; Emergency medicine; Surgery; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01468034,0.0003850291,0.0007923458,0.0006316069,0.0006856802,0.001392346,0.0005629483,0.0006475133,0.001745966],"category_scores_gemma":[0.02968026,0.0002465387,0.001822771,0.0007422475,0.0005393369,0.001014654,0.002443044,0.001085284,0.0003484514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891772,"about_ca_system_score_gemma":0.003864244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004872716,"about_ca_topic_score_gemma":0.004479515,"domain_scores_codex":[0.9934122,0.004334244,0.0004443807,0.0003780394,0.0009061623,0.0005250608],"domain_scores_gemma":[0.9788262,0.01016824,0.004336292,0.0007615642,0.002640501,0.003267338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02004374,0.009739393,0.8686536,0.0006571799,0.001347068,0.0001330528,0.00239125,0.0005073667,0.0001900599,0.0001873784,0.004387666,0.09176222],"study_design_scores_gemma":[0.003134549,0.0245532,0.9641102,0.0004118739,0.0008424203,0.0001574134,0.002436988,0.001746029,0.0002420377,0.0001269504,0.002162211,0.00007620369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977655,0.0002179224,0.0001088716,0.000288943,0.00002962415,0.0004324149,0.0005055081,0.000009755946,0.0006414503],"genre_scores_gemma":[0.996132,0.0003141107,0.0009635616,0.0002579008,0.00004492976,0.00100138,0.0009963408,0.00001342665,0.0002763678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468034,"threshold_uncertainty_score":0.07763797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045406851086271,"score_gpt":0.4160777052168413,"score_spread":0.3115370201082143,"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."}}