{"id":"W2414764803","doi":"10.1016/j.ebcm.2005.06.020","title":"Commentary 1","year":2005,"lang":"en","type":"letter","venue":"Evidence-based Cardiovascular Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Hearing Foundation of Canada","funders":"","keywords":"Medicine; Psychology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007331758,0.00190684,0.004165014,0.001477309,0.0003230573,0.00008629112,0.002382633,0.001882586,0.006643868],"category_scores_gemma":[0.001837244,0.001607629,0.00467482,0.001540213,0.001539661,0.0006244396,0.0002517291,0.006631684,0.01136979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133522,"about_ca_system_score_gemma":0.00059976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755086,"about_ca_topic_score_gemma":0.00001508564,"domain_scores_codex":[0.9828768,0.003097744,0.001603527,0.002408052,0.008090473,0.00192336],"domain_scores_gemma":[0.9893487,0.001987707,0.0006068271,0.006912293,0.0006731582,0.0004713231],"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":[0.00007097163,0.00003175861,0.00008717308,0.0007668375,0.005192628,0.006456282,0.00007009611,0.0005755394,0.00005764081,0.000001387393,0.9738474,0.01284229],"study_design_scores_gemma":[0.003279141,0.0003481235,0.0001174632,0.01151225,0.008531895,0.0002629597,0.00002091889,0.0001428673,0.0001916941,0.00001793665,0.9740522,0.001522564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00001682053,0.2578438,0.0008111788,0.7348518,0.002135099,0.001475416,0.0001313961,0.0007973414,0.001937084],"genre_scores_gemma":[0.0004759144,0.002000978,0.0006441882,0.8948555,0.09676562,0.0004284729,0.00270635,0.0008165792,0.001306379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2558428,"threshold_uncertainty_score":0.9994132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0612395041878281,"score_gpt":0.2798679047456336,"score_spread":0.2186284005578055,"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."}}