{"id":"W2013311956","doi":"10.3747/co.v17i2.581","title":"Reply from Dr. Luis Souhami","year":2010,"lang":"en","type":"article","venue":"Current Oncology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001035148,0.0001115754,0.0003399404,0.00003964503,0.00004510838,0.000007070167,0.00009086051,0.0002031933,0.002043522],"category_scores_gemma":[0.001898986,0.00008484318,0.00008660691,0.00008307344,0.0001436977,0.00001389096,0.00006022961,0.0006047653,0.0006551224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002329603,"about_ca_system_score_gemma":0.0001252609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003786626,"about_ca_topic_score_gemma":0.00004925017,"domain_scores_codex":[0.9991144,0.00003449578,0.0002338174,0.0002604968,0.0001151854,0.0002416385],"domain_scores_gemma":[0.9988694,0.0004796839,0.00006196908,0.0002947637,0.0000824996,0.0002117451],"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":[0.0002216525,0.00293927,0.3696995,0.00006461078,0.0000513095,0.0002601792,0.0004385621,3.495133e-7,0.003157689,0.008191282,0.4142343,0.2007413],"study_design_scores_gemma":[0.001345521,0.0004049464,0.05759126,0.00002210942,0.0000647541,0.00003146684,0.00007857871,0.0001195701,0.0003121098,0.004270073,0.9356556,0.0001040202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656072,0.001030614,0.0002640308,0.009938614,0.002907458,0.0002375532,0.00002115016,0.000105486,0.0198879],"genre_scores_gemma":[0.9938994,0.0002538825,0.001124849,0.003638398,0.0006715868,0.00004047082,0.0001079713,0.00001572771,0.0002477088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5214214,"threshold_uncertainty_score":0.9988688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030938062857813,"score_gpt":0.4206627925986908,"score_spread":0.3175689863129095,"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."}}