{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636425,0.0002424066,0.0004347409,0.001656496,0.0003304809,0.00305363,0.0006284395,0.000816302,0.001888117],"category_scores_gemma":[0.009853507,0.00021389,0.0004234484,0.003087274,0.0009635799,0.001182229,0.000389649,0.0009760574,0.0002664309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333271,"about_ca_system_score_gemma":0.001386806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373427,"about_ca_topic_score_gemma":0.003020969,"domain_scores_codex":[0.9978446,0.0008772623,0.0003430985,0.0003180323,0.0004336253,0.0001834988],"domain_scores_gemma":[0.9898867,0.004560459,0.003868854,0.0003281487,0.0009265273,0.0004292713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001889206,0.001037136,0.6043251,0.001325598,0.0006483729,0.0002800805,0.001014875,0.0008210722,0.0007538737,0.01681806,0.005712136,0.3653746],"study_design_scores_gemma":[0.00009627378,0.0007815498,0.9489319,0.001512483,0.0008884856,0.001896698,0.002239277,0.003331938,0.001234099,0.008909209,0.03011847,0.00005964029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4839744,0.4839959,0.002439709,0.01187456,0.0005147965,0.00004264085,0.0005904863,0.00003818304,0.01652936],"genre_scores_gemma":[0.9274079,0.06866373,0.0006395709,0.0008451947,0.001092012,0.00002249079,0.000274544,0.000009087673,0.001045523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005373427,"threshold_uncertainty_score":0.01394296,"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."}}