{"id":"W4303650211","doi":"10.1002/mhw.33402","title":"Coming Up…","year":2022,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child and adolescent psychiatry; Psychology; Library science; Psychiatry; Medicine; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001368622,0.0001485022,0.000299168,0.000104423,0.006329458,0.000004714207,0.0002267232,0.00004126539,0.00364232],"category_scores_gemma":[0.00001367661,0.0001510205,0.00006600287,0.0002540254,0.00002871378,0.00006208433,0.0003954166,0.00120663,0.0004809625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001430697,"about_ca_system_score_gemma":0.0008979528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113437,"about_ca_topic_score_gemma":0.0001815657,"domain_scores_codex":[0.9966367,0.0009841806,0.0006670621,0.000322255,0.0004370963,0.0009527236],"domain_scores_gemma":[0.9989078,0.0001109255,0.0002917229,0.0002855788,0.00001924014,0.0003847369],"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":[0.0001899885,0.0002749423,0.03078986,0.0005553736,0.000009054779,0.000004393099,0.02009375,0.000004551009,0.0000714237,0.00425417,0.924718,0.01903453],"study_design_scores_gemma":[0.001902548,0.0003027259,0.02290635,0.0001589025,0.000002078269,0.000009063052,0.02570246,0.0001310186,0.000003497053,0.0001993902,0.9485202,0.0001617695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6325924,0.002354894,0.0001024902,0.3225608,0.01696709,0.004656812,0.0007303606,0.0006479642,0.01938719],"genre_scores_gemma":[0.8933296,0.0001169786,0.0001576128,0.07184934,0.0005716582,0.00004988056,0.0002383284,0.00004518821,0.03364138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2607372,"threshold_uncertainty_score":0.9972685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723969364619056,"score_gpt":0.4390368958138852,"score_spread":0.3717972021676946,"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."}}