{"id":"W2059317283","doi":"10.1016/j.transci.2009.09.012","title":"The clinical trials section","year":2009,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group; University of Ottawa","funders":"","keywords":"Section (typography); Apheresis; Clinical trial; Medicine; Medical physics; Medical education; Internal medicine; Computer science; Platelet","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":[0.005145292,0.00005608692,0.0001808478,0.00004231596,0.0004230527,0.00008770701,0.00007831194,0.00002492895,0.0000831527],"category_scores_gemma":[0.0003530508,0.00002654968,0.0001284432,0.0003381532,0.0002819989,0.00005618827,0.000009595217,0.00007189365,0.000007310934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007272672,"about_ca_system_score_gemma":0.00005119851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032585,"about_ca_topic_score_gemma":0.00001287815,"domain_scores_codex":[0.9988874,0.0001325843,0.0003084501,0.0002126818,0.0003242474,0.0001345904],"domain_scores_gemma":[0.9994397,0.0001512973,0.00004252082,0.0001520699,0.00004418668,0.0001702903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002188515,0.0001338326,0.0006809591,0.000005437613,0.00001094159,0.000003690839,0.00005375727,0.000001434191,0.0196252,0.002445018,0.002115638,0.9747052],"study_design_scores_gemma":[0.002381435,0.0007498369,0.8927966,0.00009236152,0.0003294056,0.000008518557,0.000494899,0.001267204,0.00266994,0.001890152,0.0971613,0.0001583397],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503296,0.0005055915,0.0007919219,0.01367879,0.0003973822,0.0004150807,8.095289e-7,0.0000411486,0.03383968],"genre_scores_gemma":[0.9935296,0.004141623,0.0001288174,0.001028672,0.0001564409,0.000002485259,3.69498e-7,0.000001721067,0.001010287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9745469,"threshold_uncertainty_score":0.3253822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09066864614713484,"score_gpt":0.4195467883493541,"score_spread":0.3288781422022193,"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."}}