{"id":"W1991761325","doi":"10.1002/cyto.b.21036","title":"Issue Highlights—September 2012","year":2012,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005217716,0.0006547013,0.001688102,0.001491799,0.0002540746,0.00008260317,0.0006792436,0.001118661,0.02088376],"category_scores_gemma":[0.003582801,0.0005321241,0.0009098068,0.004557437,0.0007457996,0.0008985276,0.0006413672,0.002367703,0.05534071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005342464,"about_ca_system_score_gemma":0.0003921443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009506104,"about_ca_topic_score_gemma":0.000001498941,"domain_scores_codex":[0.9925493,0.0005655244,0.001957623,0.001046002,0.001628616,0.002252931],"domain_scores_gemma":[0.9916935,0.002578357,0.0003627027,0.002003676,0.0004456858,0.002916104],"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":[0.0004471848,0.001427999,0.4542274,0.0001575552,0.0004183204,0.0001148443,0.00003606979,1.896265e-7,0.0007734938,0.0002574575,0.5347796,0.007359854],"study_design_scores_gemma":[0.002922598,0.0004942795,0.2368692,0.00009046419,0.000255165,0.0002266181,0.00007505134,0.00002800626,0.002875773,0.00002109566,0.7556539,0.0004877834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7829123,0.007936334,0.001743442,0.00613673,0.00783449,0.001642593,0.00009403386,0.0009990411,0.190701],"genre_scores_gemma":[0.8777742,0.0007821997,0.004255323,0.005402566,0.01323216,0.00008380442,0.0001493891,0.0001971147,0.09812326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2208743,"threshold_uncertainty_score":0.9999339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878989178417439,"score_gpt":0.4278674008026528,"score_spread":0.3390775090184784,"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."}}