{"id":"W2996886394","doi":"10.25011/cim.v42i4.33383","title":"My thanks to our Peer Reviewers","year":2019,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Peer review; Process (computing); Psychology; Medicine; Public relations; Medical education; Political science; Computer science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.02948407,0.002386118,0.00422983,0.004029964,0.004566849,0.01385397,0.002938333,0.005464603,0.0634667],"category_scores_gemma":[0.338934,0.001184476,0.002427625,0.003306119,0.002787321,0.007099426,0.004988429,0.01453054,0.1190911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002945254,"about_ca_system_score_gemma":0.01445089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134131,"about_ca_topic_score_gemma":0.006016012,"domain_scores_codex":[0.9543937,0.01131409,0.004212253,0.005893164,0.0223794,0.001807431],"domain_scores_gemma":[0.3837629,0.02368518,0.01974785,0.01746783,0.5160813,0.03925496],"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":[0.00002895374,0.000008558383,0.0002663768,0.0001197149,0.00001683297,0.000103033,0.0001967299,0.00002726507,0.0001503969,0.000465243,0.9791546,0.01946229],"study_design_scores_gemma":[0.00003486922,0.00002374294,0.0005580424,0.0002732031,0.00002885964,0.0008370158,0.0005149645,0.0001424897,0.0002268995,0.001702031,0.99559,0.00006793697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001409306,0.01706015,0.01455492,0.4134479,0.5318249,0.0009310035,0.002435209,0.003554925,0.01478163],"genre_scores_gemma":[0.02346417,0.01919697,0.03460788,0.2330731,0.5299467,0.0033157,0.003496196,0.005707837,0.1471914],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9705159,"threshold_uncertainty_score":0.2123172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5699523930557299,"score_gpt":0.5436109011272566,"score_spread":0.02634149192847324,"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."}}