{"id":"W2114730075","doi":"10.1111/j.1778-428x.2006.00012.x","title":"Design issues with clinical experimental platelet transfusion studies","year":2006,"lang":"en","type":"article","venue":"Transfusion Alternatives in Transfusion Medicine","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University; Canadian Blood Services","funders":"","keywords":"Medicine; Harmonization; Clinical trial; Medical physics; Clinical study design; Consolidated Standards of Reporting Trials; Intensive care medicine; Risk analysis (engineering); Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001974219,0.0009740986,0.002029159,0.0009917982,0.0003247636,0.00002809107,0.0004106259,0.0003396499,0.001719599],"category_scores_gemma":[0.00004892112,0.0006695631,0.0003379573,0.001175644,0.001228894,0.0003398576,0.00003953728,0.001100166,0.00004188349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001798239,"about_ca_system_score_gemma":0.0001163808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002221077,"about_ca_topic_score_gemma":0.001255604,"domain_scores_codex":[0.9929295,0.000682438,0.002119012,0.001600929,0.001763279,0.0009048336],"domain_scores_gemma":[0.9978398,0.0005056268,0.000195441,0.0007563116,0.000284466,0.0004183358],"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":[0.06103654,0.02376181,0.05892903,0.002464119,0.002491774,0.01037477,0.05331092,0.002197588,0.5834525,0.009452938,0.009330462,0.1831976],"study_design_scores_gemma":[0.2381029,0.04289467,0.1291835,0.01531511,0.002670949,0.001798096,0.03490583,0.003793104,0.461917,0.00291933,0.06153553,0.004963923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230457,0.01152593,0.03663968,0.0141829,0.001208983,0.004880692,0.000009643763,0.0004959078,0.008010572],"genre_scores_gemma":[0.8472693,0.13997,0.007716554,0.001700455,0.0008936708,0.0003244272,0.00007670202,0.0001759517,0.001872903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782337,"threshold_uncertainty_score":0.9995756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08269626515168903,"score_gpt":0.4054526891692882,"score_spread":0.3227564240175992,"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."}}