{"id":"W7097181413","doi":"","title":"Internal Reviewers","year":2011,"lang":"en","type":"article","venue":"","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Health information; Public health; Information system; Health data; Health informatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001200102,0.0000293485,0.00006404147,0.00001987905,0.0001137633,0.000001297892,0.000120912,0.00003927522,0.1811931],"category_scores_gemma":[0.00288784,0.00001742766,0.00001843837,0.00004673184,0.00002536759,0.00008635617,0.00005945862,0.0004174557,0.01198684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000117484,"about_ca_system_score_gemma":0.0001073314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008151176,"about_ca_topic_score_gemma":0.00008082362,"domain_scores_codex":[0.9990495,0.0003366104,0.0001501114,0.00006801132,0.0001669225,0.0002287825],"domain_scores_gemma":[0.9991246,0.0004432327,0.00004091193,0.0001180819,0.00005408531,0.0002190206],"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":[0.0001326003,0.00004584662,0.04204979,0.0002289181,0.00002056206,0.00002350598,0.002640695,6.309597e-10,0.00004351113,0.03525508,0.7743225,0.145237],"study_design_scores_gemma":[0.0001297699,0.00004700565,0.005982671,0.00009533326,0.000002376263,4.158303e-7,0.0007466846,0.000006079349,0.00002613945,0.001606982,0.991329,0.0000275526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003082038,0.0003397235,0.001138955,0.001158051,0.0003132425,0.0001448196,4.656277e-7,0.00003155176,0.9937912],"genre_scores_gemma":[0.4972658,0.007420906,0.01104542,0.02654838,0.000862483,0.0001504382,0.000003930396,0.00002116928,0.4566814],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5371097,"threshold_uncertainty_score":0.9887825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6171372183603585,"score_gpt":0.6290943016771413,"score_spread":0.0119570833167828,"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."}}