{"id":"W3000527450","doi":"10.1192/j.eurpsy.2019.3","title":"European Psychiatry 2020: Moving forward","year":2020,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Content (measure theory); Action (physics); Psychology; Computer science; Mathematics; Physics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001276452,0.0004464473,0.0004344452,0.00008418712,0.001317917,0.00004156816,0.000799726,0.00009376261,0.001301336],"category_scores_gemma":[0.0001560741,0.0004147292,0.0002724892,0.0005040541,0.00006532209,0.0001796616,0.0004590236,0.001959763,0.01940661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005711686,"about_ca_system_score_gemma":0.0005025266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001043143,"about_ca_topic_score_gemma":0.0000320699,"domain_scores_codex":[0.9938664,0.002545367,0.001206767,0.0008894678,0.0004021021,0.001089851],"domain_scores_gemma":[0.9976242,0.00007296618,0.0004886398,0.0007519854,0.00008160876,0.0009806424],"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":[0.0001410875,0.000191728,0.2481481,0.0008772871,0.00004941741,0.00003723527,0.008773699,0.000009348267,0.00008305296,0.006630678,0.7311419,0.003916382],"study_design_scores_gemma":[0.00442143,0.0003793766,0.4144632,0.003150733,0.00009452785,0.00001563863,0.01594242,0.0001677777,0.000001596507,0.0007003717,0.5595576,0.001105393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2539389,0.004310765,0.001519443,0.1324051,0.01588789,0.001338427,0.0001050982,0.001716732,0.5887777],"genre_scores_gemma":[0.8441335,0.0001443222,0.005439261,0.1262006,0.02147046,0.000002005779,0.00007407959,0.0003450595,0.00219065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5901946,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305240103882832,"score_gpt":0.340958223131049,"score_spread":0.3079058220922207,"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."}}