{"id":"W2246874236","doi":"10.1159/000415156","title":"Platelet Transfusion: Utilization and Control","year":2015,"lang":"en","type":"article","venue":"Current studies in hematology and blood transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Platelet; Medicine; Platelet transfusion; Internal medicine","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":[0.0003552102,0.0002390071,0.0006434516,0.000208403,0.0001352014,0.000007288305,0.00004413733,0.0001383159,0.00001847908],"category_scores_gemma":[0.00005936107,0.0001912993,0.00005261632,0.0002237136,0.0003226368,0.00008227804,0.00003283197,0.0002734428,0.000003411065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338818,"about_ca_system_score_gemma":0.00003017552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612409,"about_ca_topic_score_gemma":0.0001154709,"domain_scores_codex":[0.998583,0.00009367157,0.0004085601,0.0004434243,0.0001975534,0.0002738528],"domain_scores_gemma":[0.9994318,0.00009768899,0.0000393222,0.0001540077,0.0000969551,0.0001802287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.005330997,0.006005493,0.5083848,0.008223029,0.001605368,0.001241477,0.03626474,0.00001030749,0.001761921,0.03764459,0.001864535,0.3916627],"study_design_scores_gemma":[0.4220958,0.01209669,0.1873896,0.01262219,0.01203182,0.01453258,0.04966699,0.002912297,0.0287546,0.01728585,0.235936,0.004675623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968846,0.09704187,0.0009212019,0.00278401,0.0007093132,0.001083704,0.000005448605,0.00008119774,0.0004886907],"genre_scores_gemma":[0.8559632,0.1435091,0.0001085052,0.0002649597,0.00004260281,0.0000702244,0.00001110267,0.00001299178,0.00001735078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167649,"threshold_uncertainty_score":0.780096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300412876184447,"score_gpt":0.3685044951126508,"score_spread":0.2384632074942061,"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."}}