{"id":"W4251008536","doi":"10.1016/s1473-0502(02)00107-6","title":"","year":2003,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Newborn Screening Ontario","funders":"","keywords":"Extracorporeal; Theme (computing); Medicine; Subject (documents); Section (typography); Library science; Surgery; Computer science; World Wide Web","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":[0.00113045,0.0001982654,0.0002969339,0.0002892999,0.001011744,0.0001272795,0.000170595,0.00005949556,0.0003455322],"category_scores_gemma":[0.0006252168,0.0001527368,0.00007434537,0.00177709,0.001977178,0.0003034751,0.00002990384,0.0001884166,0.000006160458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007041169,"about_ca_system_score_gemma":0.0006308223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001727049,"about_ca_topic_score_gemma":0.0002189272,"domain_scores_codex":[0.9969741,0.00009681942,0.0002568265,0.0007759981,0.001190419,0.0007058061],"domain_scores_gemma":[0.9984728,0.0001028194,0.00002451137,0.0003637595,0.0003188307,0.0007173452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003463939,0.0002672391,0.1874682,0.00005073716,0.000007284769,0.00007686867,0.001390478,0.000003744261,0.7947542,0.004237741,0.00001644726,0.01138062],"study_design_scores_gemma":[0.008267784,0.001636785,0.2813369,0.0001648844,0.00006016589,0.005537567,0.009177684,0.001248402,0.6885632,0.001537738,0.001890857,0.0005780617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879465,0.0004274389,0.0008425846,0.001880515,0.00003709146,0.0006935853,0.000001753591,0.00006585602,0.008104688],"genre_scores_gemma":[0.9958315,0.001089715,0.001736476,0.000858873,0.000009006526,0.00002467891,5.262879e-7,0.00001342721,0.0004357654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061911,"threshold_uncertainty_score":0.7781616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988160495430559,"score_gpt":0.3114008719461877,"score_spread":0.2915192669918821,"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."}}