{"id":"W2045719965","doi":"10.1111/j.0041-1132.2004.04378.x","title":"Low‐dose prophylactic platelet transfusions: time for further study, but too early for routine clinical practice","year":2004,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Apheresis; Platelet transfusion; Platelet; Plateletpheresis; Clinical trial; Blood product; Randomized controlled trial; Blood transfusion; Surgery; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08431464,0.002045504,0.006707471,0.00191944,0.003263366,0.01860633,0.005423138,0.02384146,0.02009314],"category_scores_gemma":[0.1391194,0.001459381,0.0036622,0.003038203,0.00609558,0.01969117,0.003164999,0.02939475,0.01222464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00546146,"about_ca_system_score_gemma":0.01189806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667962,"about_ca_topic_score_gemma":0.003589103,"domain_scores_codex":[0.9589168,0.01778571,0.007813748,0.00253669,0.011809,0.001138064],"domain_scores_gemma":[0.6339471,0.2240028,0.02358546,0.01522411,0.08038013,0.02286047],"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":[0.00319948,0.0002916909,0.0009308316,0.002364998,0.0001984058,0.0002876158,0.0001492312,0.0001395585,0.0005023931,0.0044298,0.7400279,0.247478],"study_design_scores_gemma":[0.004829242,0.002501877,0.003324559,0.007731368,0.0005263357,0.0005941514,0.0008669355,0.001078824,0.0005288973,0.01997465,0.957785,0.0002581532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008036444,0.1021509,0.003009823,0.7340846,0.1566256,0.0002946513,0.0002399934,0.0002620001,0.002528734],"genre_scores_gemma":[0.008934214,0.07650671,0.01276421,0.4052333,0.4899647,0.0006603102,0.0007279543,0.0004261161,0.004782571],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08431464,"threshold_uncertainty_score":0.4459038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0345572528605236,"score_gpt":0.3331266128300507,"score_spread":0.2985693599695272,"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."}}