{"id":"W4212768315","doi":"10.1016/s2352-4642(22)00038-4","title":"Thank you to our peer reviewers","year":2022,"lang":"en","type":"article","venue":"The Lancet Child & Adolescent Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Publication; Diversity (politics); Mental health; Adolescent health; Child health; Global health; Publishing; Child and adolescent psychiatry; Value (mathematics)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007837454,0.0004159374,0.001073263,0.0001657815,0.006181885,0.00002357908,0.001256205,0.00006600497,0.0004865613],"category_scores_gemma":[0.0002829694,0.0003037718,0.0002138436,0.0008395325,0.00003359458,0.00007631783,0.0009660784,0.005356714,0.00109794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167674,"about_ca_system_score_gemma":0.00105121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005509699,"about_ca_topic_score_gemma":0.0003242143,"domain_scores_codex":[0.9912412,0.003184098,0.001202632,0.0007542222,0.001429357,0.002188485],"domain_scores_gemma":[0.9967102,0.0001070634,0.0006310421,0.001589541,0.0001695492,0.0007925862],"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":[0.0003413626,0.0002907309,0.0305933,0.0009567059,0.00001981747,0.000003911241,0.007880277,0.00008475644,0.00000339494,0.004148345,0.9457446,0.009932836],"study_design_scores_gemma":[0.001423804,0.0001576273,0.1259885,0.001205845,0.00001515322,0.00001714269,0.008475009,0.00001991325,0.000001137609,0.0001403293,0.8622601,0.000295479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02708129,0.005172379,0.0001617527,0.9423598,0.007940952,0.006148237,0.000509775,0.00055843,0.01006738],"genre_scores_gemma":[0.6066384,0.001995931,0.0001463986,0.3765485,0.0107538,0.0000865419,0.0001206492,0.00009007863,0.003619689],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5795571,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09172448880756932,"score_gpt":0.4221821918564226,"score_spread":0.3304577030488532,"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."}}