{"id":"W2320827410","doi":"10.1097/sga.0b013e31820b2415","title":"Reviewing For The Journal","year":2011,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Family medicine; Nursing; Internal medicine; Medical education","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003151274,0.00005467827,0.000102651,0.00006208487,0.00184852,0.000004820962,0.0002440187,0.00004635379,0.0003500151],"category_scores_gemma":[0.000397596,0.00003301258,0.00003726417,0.00007353558,0.0001443688,0.0001084489,0.00001634841,0.0004761607,0.00006323531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188074,"about_ca_system_score_gemma":0.0002008277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003011137,"about_ca_topic_score_gemma":0.00002983478,"domain_scores_codex":[0.998154,0.0005668553,0.0003037762,0.0000918433,0.0001032208,0.0007802666],"domain_scores_gemma":[0.9990054,0.0003937704,0.0001375031,0.0001420063,0.0001476994,0.0001736254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00114235,0.0001451293,0.3643882,0.0001795636,0.00003065146,0.00000160698,0.06251822,0.000003175858,0.0002403793,0.0004458926,0.4977992,0.07310557],"study_design_scores_gemma":[0.001996069,0.002083547,0.8504505,0.001322508,0.00009491402,0.0001886847,0.04063754,0.001361553,0.00002614606,0.006217232,0.09549001,0.0001313624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088022,0.001724148,0.2232346,0.0414963,0.01538829,0.002343364,0.000005527851,0.00006346971,0.006942116],"genre_scores_gemma":[0.9823649,0.000521302,0.007763464,0.007251227,0.001515638,0.0001296678,0.00000230917,0.00001346619,0.0004380493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4860622,"threshold_uncertainty_score":0.9994509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3637797920296589,"score_gpt":0.5117434414778865,"score_spread":0.1479636494482277,"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."}}