{"id":"W4405317049","doi":"10.1182/blood.2024026548","title":"FL molecular subgroups come of age","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Carbohydrate Chemistry and Synthesis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":[0.002121561,0.0005887867,0.0009977473,0.001035759,0.0008962644,0.003508616,0.0009052438,0.003376494,0.008352832],"category_scores_gemma":[0.004722989,0.000369153,0.0006259054,0.0007230737,0.000945306,0.004076556,0.001048752,0.00658926,0.004005091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122628,"about_ca_system_score_gemma":0.0009768058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007382797,"about_ca_topic_score_gemma":0.002011155,"domain_scores_codex":[0.99928,0.0001154899,0.00009168036,0.0001668418,0.0002325335,0.0001134103],"domain_scores_gemma":[0.9978005,0.0007411077,0.000266717,0.0001273228,0.0005817086,0.0004826646],"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":[0.0003088916,0.00003082285,0.004463119,0.0003395728,0.00007148847,0.0003580783,0.0001273543,0.0001344079,0.0009418718,0.009694498,0.7703462,0.2131837],"study_design_scores_gemma":[0.00003264365,0.0000608982,0.003137984,0.0002461452,0.00005921293,0.0008364278,0.0001927868,0.0001616793,0.0003581375,0.009373892,0.9855229,0.00001734207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006442394,0.1492266,0.00298296,0.6082468,0.2148275,0.00005243444,0.000967223,0.0003209863,0.01693311],"genre_scores_gemma":[0.04081854,0.1381037,0.002636204,0.2343418,0.5606001,0.00005354417,0.001024527,0.000279375,0.02214221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008352832,"threshold_uncertainty_score":0.02794307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008898206175448242,"score_gpt":0.2159056769936608,"score_spread":0.2070074708182126,"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."}}