{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6998516,0.004593033,0.02303165,0.02933528,0.006396714,0.05378081,0.02584152,0.03237828,0.01893763],"category_scores_gemma":[0.9020466,0.008508056,0.01213941,0.04138544,0.03102748,0.05117752,0.01817514,0.04779556,0.01289284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03890194,"about_ca_system_score_gemma":0.0963857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00885509,"about_ca_topic_score_gemma":0.009106027,"domain_scores_codex":[0.1864906,0.4328121,0.2709501,0.01358976,0.09274326,0.003414229],"domain_scores_gemma":[0.02118199,0.6544885,0.06683058,0.0562176,0.1929646,0.008316749],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009913309,0.0002482931,0.003064517,0.1863268,0.002878122,0.0004413889,0.003219252,0.001422182,0.0003688248,0.06815798,0.3793397,0.3535417],"study_design_scores_gemma":[0.0007869657,0.0002183568,0.001913437,0.464701,0.001057713,0.0006024425,0.002238974,0.002733061,0.0004441599,0.06969418,0.4551726,0.0004371717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007509619,0.2028231,0.04422452,0.6505189,0.07826072,0.007745769,0.002244468,0.001306837,0.01212474],"genre_scores_gemma":[0.0412578,0.2480793,0.3245708,0.2999311,0.04860888,0.02524572,0.00532366,0.001978345,0.005004384],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3001484,"threshold_uncertainty_score":0.3701364,"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."}}