{"id":"W4391037998","doi":"10.1182/hem.v21.1.2024116","title":"Don’t You Forget About Me: #ASH23","year":2024,"lang":"en","type":"article","venue":"The Hematologist","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Computer science","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":[0.001324239,0.0004034218,0.0005249923,0.0004358952,0.004264898,0.004494664,0.0009698647,0.00857237,0.2425302],"category_scores_gemma":[0.01274459,0.0002420031,0.0005915632,0.0004712997,0.00143145,0.003431913,0.002648535,0.006425219,0.09180595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002139502,"about_ca_system_score_gemma":0.005880364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659539,"about_ca_topic_score_gemma":0.05019694,"domain_scores_codex":[0.9985057,0.0003184412,0.00009224878,0.0001572593,0.0006051349,0.0003212086],"domain_scores_gemma":[0.9940603,0.0007421199,0.000162163,0.0001742244,0.002582792,0.002278426],"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":[0.000005760579,0.000007302102,0.0002226914,0.00001469158,0.000001150941,0.00008271286,0.00006573241,0.000002426845,0.000022835,0.0003824897,0.9911678,0.008024385],"study_design_scores_gemma":[0.000008920652,0.00001541483,0.0007623747,0.0001267573,0.000004462562,0.0003780118,0.0008092587,0.00001418941,0.00004840849,0.0007873166,0.9970295,0.00001526242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001419195,0.003677998,0.0002799488,0.7577793,0.08156545,0.00006960168,0.0004143071,0.000279715,0.1545145],"genre_scores_gemma":[0.005451067,0.002321057,0.0002699055,0.4591707,0.016704,0.00005886978,0.0001279242,0.0001467522,0.5157496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2425302,"threshold_uncertainty_score":0.8113444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07480056526390197,"score_gpt":0.4042851961634281,"score_spread":0.3294846308995261,"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."}}