{"id":"W4320895073","doi":"10.1111/hae.14758","title":"BATs in the hematology belfry","year":2023,"lang":"en","type":"article","venue":"Haemophilia","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"","keywords":"Concordance; Medicine; Guideline; Haemophilia; Hematologist; Hematology; MEDLINE; Pediatrics; Family medicine; Intensive care medicine; Internal medicine; Disease; Pathology","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":[0.007359657,0.0007850059,0.0008399236,0.002024994,0.003064162,0.00834393,0.002341997,0.01046845,0.01631708],"category_scores_gemma":[0.024698,0.0006759514,0.001112033,0.001188421,0.003520189,0.007075916,0.004223051,0.01624948,0.006600146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004033386,"about_ca_system_score_gemma":0.005378115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294808,"about_ca_topic_score_gemma":0.008956368,"domain_scores_codex":[0.9916585,0.002518682,0.0007068457,0.0007786663,0.003652189,0.0006852077],"domain_scores_gemma":[0.9799134,0.008487425,0.00120169,0.0008141235,0.0049064,0.004676967],"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":[0.00002018143,0.00003625417,0.000662497,0.00013378,0.00001045871,0.0002245323,0.0001933787,0.00005168969,0.00007636749,0.002617056,0.937703,0.05827085],"study_design_scores_gemma":[0.00001042007,0.00002402615,0.000374311,0.0003248985,0.000007148194,0.0003248905,0.0001689452,0.00006164765,0.00003716033,0.001360148,0.9972954,0.00001111911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0009274094,0.04290719,0.001402129,0.6702234,0.268996,0.00004266841,0.00009413862,0.000316831,0.01509026],"genre_scores_gemma":[0.009286868,0.04911288,0.002345977,0.4646901,0.4446594,0.00006953486,0.0001937472,0.000299532,0.02934191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01631708,"threshold_uncertainty_score":0.05458605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084220321601287,"score_gpt":0.3046647345193104,"score_spread":0.2738225313032975,"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."}}