{"id":"W4285056519","doi":"10.1111/bdi.12937","title":"Late‐Breaking Abstracts","year":2020,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; University of Calgary; Dalhousie University; University Health Network; Queen's University; McMaster University","funders":"","keywords":"Neuroscience; Psychology; Cognitive science; Cognitive psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00005244809,0.0001914293,0.0002329593,0.00005339847,0.00009561612,0.00002220765,0.0000863429,0.0000934086,0.0002874435],"category_scores_gemma":[0.00005663987,0.0001676328,0.0001614365,0.0002381079,0.00005185563,0.00008113836,0.00003775294,0.0002019747,0.0005486396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002519104,"about_ca_system_score_gemma":0.00006269047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930092,"about_ca_topic_score_gemma":0.0001935207,"domain_scores_codex":[0.9989207,0.00001928391,0.0002161493,0.0003091747,0.0002278207,0.0003068955],"domain_scores_gemma":[0.9993915,0.00002207534,0.00005557093,0.0002090919,0.00002544581,0.0002963174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001727948,0.0005235565,0.4659921,0.0001699592,0.000340722,0.00002296815,0.001397786,0.00004084416,0.002793065,0.0004490639,0.001077721,0.5270194],"study_design_scores_gemma":[0.001506462,0.0002614825,0.3702881,0.00002019076,0.0001422806,0.00001051267,0.0001080606,0.0001642697,0.000535516,0.0001393219,0.6266474,0.0001764241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7005801,0.2015753,0.001228826,0.04844251,0.0004101484,0.001865195,0.0000635146,0.00126074,0.04457365],"genre_scores_gemma":[0.9939802,0.003734943,0.0005310304,0.001363278,0.00009716734,0.00001394854,0.0000545497,0.0000429705,0.0001818861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6255696,"threshold_uncertainty_score":0.7051836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0187547214260934,"score_gpt":0.2529434958782985,"score_spread":0.234188774452205,"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."}}