{"id":"W2007106509","doi":"10.1046/j.1537-2995.2002.00228.x","title":"Evidence‐based clinical reporting: a need for improvement","year":2002,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"MEDLINE; Medicine; Intensive care medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001540074,0.000512754,0.001236401,0.0002888437,0.0001445924,0.00004152103,0.0002133685,0.001141872,0.001379876],"category_scores_gemma":[0.0004100757,0.0004221285,0.001338109,0.000219693,0.00009014774,0.00007168141,0.00002471507,0.001742453,0.00006114809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009270639,"about_ca_system_score_gemma":0.0001779821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009519316,"about_ca_topic_score_gemma":0.00001471871,"domain_scores_codex":[0.994736,0.00009266814,0.002598701,0.00108346,0.0008791471,0.0006100509],"domain_scores_gemma":[0.9973425,0.0003866767,0.0008296596,0.0009939499,0.0002477116,0.0001995534],"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":[0.0005393659,0.0004339236,0.0004614867,0.002399268,0.0002132135,0.0006336932,0.00004617724,0.000001042834,0.001264267,0.000006950957,0.9087707,0.0852299],"study_design_scores_gemma":[0.006113207,0.002973913,0.0007893865,0.002670993,0.001997096,0.00002589148,0.00001924484,0.0006871941,0.001012117,0.00003173035,0.9832088,0.0004704583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004558777,0.0006488001,0.01539328,0.967084,0.001966786,0.007230241,0.00002819994,0.000382775,0.00270713],"genre_scores_gemma":[0.00357371,0.00430968,0.003848411,0.9651859,0.004605103,0.0006863722,0.0004173648,0.0001749613,0.01719845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08475944,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180301661269808,"score_gpt":0.383486440218483,"score_spread":0.1654562740915023,"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."}}