{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186682,0.00006642995,0.00008230109,0.00002711659,0.0005271478,0.0002244909,0.0003229282,0.00006706831,0.0005495311],"category_scores_gemma":[0.0005442458,0.00004209029,0.00005366749,0.0002384071,0.0005196225,0.0002363589,0.00002230118,0.000180019,0.0006900702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295155,"about_ca_system_score_gemma":0.0002315797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475086,"about_ca_topic_score_gemma":0.001768467,"domain_scores_codex":[0.9990714,0.0002124551,0.0001132867,0.0001453887,0.0002322883,0.000225204],"domain_scores_gemma":[0.9985145,0.001202737,0.00003841018,0.0001607509,0.00003151583,0.00005203101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004089673,0.00001756871,0.001246434,0.00003356386,0.00002013327,0.000008298729,0.01963803,8.701112e-7,0.000007536965,0.9194934,0.05839237,0.001137683],"study_design_scores_gemma":[0.00002024285,0.000005629166,0.000283158,0.00002684222,0.00001997715,0.00001490236,0.03162809,0.00001412551,0.00006738398,0.03839852,0.9294466,0.00007446785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0421373,0.01395149,0.0001665651,0.442191,0.003296589,0.000281072,0.00001319981,0.0004123042,0.4975505],"genre_scores_gemma":[0.974309,0.0003005356,0.0001423824,0.0009016959,0.0004764965,0.00002664816,0.000005344344,0.000007626744,0.02383029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9321717,"threshold_uncertainty_score":0.8869687,"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."}}