{"id":"W4401514839","doi":"10.1111/trf.17987","title":"Addressing platelet insecurity – A national call to action","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Erythropoietin and Anemia Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"National Institutes of Health","keywords":"Corporation; Advisory committee; Library science; Alliance; Management; Associate editor; Equity (law); Medicine; Political science; Law; Computer science; Economics","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":[0.03195032,0.001580792,0.002735658,0.002193513,0.005710668,0.01134651,0.007289105,0.03863249,0.0838306],"category_scores_gemma":[0.05121092,0.0009697325,0.00329133,0.001971959,0.00736004,0.01635589,0.01424661,0.04004295,0.02623803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006419647,"about_ca_system_score_gemma":0.06664816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008420682,"about_ca_topic_score_gemma":0.01505293,"domain_scores_codex":[0.984329,0.005498484,0.001506591,0.001646702,0.004141238,0.002878085],"domain_scores_gemma":[0.8990202,0.02681046,0.002855369,0.005196157,0.02254784,0.04357006],"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":[0.00005065321,0.0001201171,0.000268967,0.0002773716,0.00001379955,0.0001774484,0.0001445019,0.00004675319,0.00009256489,0.002717457,0.9564213,0.03966907],"study_design_scores_gemma":[0.00005355151,0.00008092378,0.0008847931,0.00224722,0.00002029423,0.0002670939,0.00114911,0.00009721945,0.00008014492,0.005600975,0.9894795,0.00003919448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001890241,0.01417743,0.0003144469,0.9600669,0.01806933,0.00004248241,0.0002421382,0.0001792358,0.006719049],"genre_scores_gemma":[0.004474382,0.03894811,0.006801357,0.9045385,0.01961531,0.0004086383,0.001154154,0.000230537,0.02382905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0838306,"threshold_uncertainty_score":0.2804413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08888915157982742,"score_gpt":0.3724838103158791,"score_spread":0.2835946587360517,"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."}}