{"id":"W4244085736","doi":"10.1016/s0828-282x(10)70349-4","title":"Reviewers 2009","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004185508,0.001269782,0.001548467,0.003759371,0.002042071,0.007456517,0.002406263,0.005166922,0.4172067],"category_scores_gemma":[0.03742915,0.0005999437,0.001028955,0.001819289,0.0007297926,0.002139374,0.001786974,0.003558966,0.3434634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982442,"about_ca_system_score_gemma":0.004885494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00706224,"about_ca_topic_score_gemma":0.02120149,"domain_scores_codex":[0.9957576,0.0005389779,0.0003742957,0.0004757166,0.002502329,0.0003511115],"domain_scores_gemma":[0.9489554,0.002521436,0.001408194,0.001493905,0.0406811,0.004939997],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001363164,0.000003488074,0.00002515841,0.0000470496,0.000001353309,0.00001599865,0.000003136504,0.000006207381,0.0000257566,0.00007600422,0.9914703,0.008311788],"study_design_scores_gemma":[0.00001360072,0.000008500547,0.0002822177,0.0001065658,0.000003559939,0.00004534846,0.00002446756,0.00003160153,0.00004218368,0.0001475288,0.9992886,0.000005909708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005143045,0.008190107,0.00101905,0.1014942,0.6824839,0.0008013769,0.002287406,0.001123809,0.2020857],"genre_scores_gemma":[0.001978017,0.003008307,0.0006135789,0.01952003,0.05207444,0.0003179862,0.001190818,0.0003368416,0.9209599],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9958145,"threshold_uncertainty_score":0.8312839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346452151006829,"score_gpt":0.2406815463937685,"score_spread":0.2272170248837002,"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."}}