{"id":"W3191257639","doi":"10.18632/oncoscience.540","title":"Advances in culture methods for acute myeloid leukemia research","year":2021,"lang":"en","type":"article","venue":"Oncoscience","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Myeloid leukemia; Medicine; Cancer research","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":[0.002949345,0.00007982655,0.0001371936,0.0001402495,0.0001135619,0.00007668801,0.0005188633,0.00008908071,0.00004315294],"category_scores_gemma":[0.002315583,0.00007058351,0.0000345124,0.00173415,0.0002548484,0.0002412805,0.0001763996,0.0004826017,0.00002864113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003918243,"about_ca_system_score_gemma":0.0003032563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006801556,"about_ca_topic_score_gemma":0.00002629829,"domain_scores_codex":[0.9982703,0.0001406009,0.0001607407,0.0003198128,0.0004921256,0.0006164112],"domain_scores_gemma":[0.998722,0.0006833189,0.000009236562,0.0002655701,0.0001773112,0.0001425669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006415932,0.00001797728,0.0002196669,0.0001047169,0.000004655861,0.00003227415,0.0003996388,0.0007107452,0.3427138,0.001971644,0.002110667,0.6517078],"study_design_scores_gemma":[0.0002778213,0.00006069621,0.00087692,0.0001007421,0.000002476886,0.00001355244,0.0002180049,0.07661682,0.2194979,0.007309155,0.6948549,0.0001709879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0452669,0.01521346,0.8040043,0.001333431,0.001997989,0.0008348983,0.00002303861,0.0004059696,0.1309201],"genre_scores_gemma":[0.0766731,0.01047141,0.907641,0.0001025925,0.0002112228,0.0002391931,0.00000818216,0.00003774627,0.004615581],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6927443,"threshold_uncertainty_score":0.2878312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06408020529977325,"score_gpt":0.4976716658960388,"score_spread":0.4335914605962655,"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."}}