{"id":"W3179416509","doi":"10.1111/bdi.13086","title":"Symposium Abstracts","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; University of British Columbia","funders":"Region Hovedstaden","keywords":"Psychology; Neuroscience; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001064684,0.00009805986,0.0001037094,0.00004347233,0.00009270232,0.00001487162,0.00009574766,0.00008161426,0.002030006],"category_scores_gemma":[0.00001861923,0.0001036977,0.00007135858,0.0001620045,0.00003441012,0.00004336068,0.00003431197,0.0001308593,0.001382893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006785474,"about_ca_system_score_gemma":0.0002044584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498707,"about_ca_topic_score_gemma":0.002133228,"domain_scores_codex":[0.9990723,0.00005958072,0.0001661428,0.0002720651,0.0001125271,0.0003174307],"domain_scores_gemma":[0.9994397,0.00006651442,0.00004108096,0.0003113238,0.00001777002,0.000123633],"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":[0.0001381041,0.002041657,0.1713415,0.0002734225,0.0001888171,0.0001647013,0.007351571,0.00002973307,0.008063358,0.02566596,0.04207147,0.7426696],"study_design_scores_gemma":[0.0004244875,0.00004171722,0.130479,0.000006806411,0.00001036022,0.000008918124,0.0006579992,0.000002287936,0.0002677195,0.0003351949,0.8676556,0.0001099434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6486899,0.07982406,0.0004360954,0.01703599,0.006067399,0.0005907624,0.00008084479,0.0003891667,0.2468858],"genre_scores_gemma":[0.9799131,0.003133691,0.00009630968,0.00331431,0.0001261407,0.00002527477,0.00005154619,0.00002972255,0.0133099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8255841,"threshold_uncertainty_score":0.9993947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964400980216986,"score_gpt":0.3588707065279824,"score_spread":0.3292266967258126,"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."}}