{"id":"W3095947961","doi":"10.1182/blood-2020-135899","title":"A Survey to Assess the Educational Needs of Clinicians in Maternal Hematology","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Mount Sinai Hospital; St. Michael's Hospital; Health Sciences Centre; University Health Network","funders":"","keywords":"Family medicine; Medicine; Descriptive statistics; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004154509,0.0001933259,0.0003152217,0.001183476,0.0006230675,0.0006039664,0.0003815014,0.0004852118,0.00324423],"category_scores_gemma":[0.01110612,0.0003057265,0.0002968558,0.001799989,0.000310098,0.0006727736,0.0007049842,0.0006176679,0.0007539518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858907,"about_ca_system_score_gemma":0.003510001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306339,"about_ca_topic_score_gemma":0.03929558,"domain_scores_codex":[0.997479,0.0008885371,0.0005239811,0.0001460533,0.0005548935,0.0004073684],"domain_scores_gemma":[0.99151,0.002267556,0.002289638,0.0002377502,0.002583256,0.001111924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002421827,0.0009696162,0.9474646,0.0004371503,0.00003312479,0.0003189232,0.0119537,0.0001739046,0.001197931,0.0001514208,0.007406094,0.02965129],"study_design_scores_gemma":[0.00007414175,0.001005368,0.9767374,0.000124894,0.00001478322,0.0002857445,0.01098192,0.0006067103,0.0002759765,0.00005135149,0.009821886,0.00001976843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878078,0.0001352802,0.000380849,0.0007740591,0.00001903097,0.002268733,0.004641645,0.00002831374,0.003944177],"genre_scores_gemma":[0.9837315,0.0007366968,0.005539767,0.001053934,0.00004329089,0.003439618,0.00331079,0.000008590503,0.002135835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02306339,"threshold_uncertainty_score":0.04585832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09690927371485314,"score_gpt":0.3762484251447096,"score_spread":0.2793391514298565,"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."}}