{"id":"W2943607164","doi":"10.1111/bdi.12745","title":"Rapid Oral Communications","year":2019,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; McMaster University; Queen's University; Brain and Cognition Discovery Foundation; St. Joseph’s Healthcare Hamilton; University Health Network; University of Toronto","funders":"McMaster University","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001193493,0.00008697438,0.0001153511,0.00004319548,0.0001437523,0.000009472442,0.0002557169,0.00008848843,0.001345013],"category_scores_gemma":[0.00001200314,0.00008065488,0.00006219278,0.0001079999,0.00007488579,0.00007428128,0.00008908144,0.0001476762,0.01218306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002533375,"about_ca_system_score_gemma":0.00002894734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001877701,"about_ca_topic_score_gemma":0.001153952,"domain_scores_codex":[0.99931,0.0001227259,0.0001341935,0.000153385,0.00007881034,0.0002008748],"domain_scores_gemma":[0.9990419,0.00006116218,0.00004655246,0.0007828459,0.0000151061,0.00005242518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002657874,0.0003314765,0.7452075,0.00003144333,0.00004659348,0.000004634327,0.0001606134,0.000001484559,0.00006195069,0.008660919,0.002290559,0.2431762],"study_design_scores_gemma":[0.0006079709,0.00007838508,0.2794426,0.000005487071,0.00001630399,0.000007898368,0.00008237425,0.00005501835,0.00002111013,0.0006542974,0.718941,0.00008746904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197327,0.05085804,0.00008531098,0.002462436,0.001426876,0.0007592678,0.00006972805,0.0002518244,0.02435385],"genre_scores_gemma":[0.9920014,0.003300477,0.0008555298,0.000352185,0.00001173391,0.00002557091,0.00007256414,0.00001505482,0.003365541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7166505,"threshold_uncertainty_score":0.9995679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061703155074239,"score_gpt":0.3226365987522083,"score_spread":0.2920195672014659,"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."}}