{"id":"W4238307336","doi":"10.1111/bdi.12498","title":"Dangerously mixed","year":2017,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Mental health; Psychiatry; Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001615124,0.000505753,0.0006040754,0.0006246319,0.006234732,0.00460139,0.0009203869,0.01845514,0.02622858],"category_scores_gemma":[0.01440535,0.0003026862,0.0007203876,0.0003659992,0.003140875,0.003373018,0.002896529,0.02678744,0.009297188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107589,"about_ca_system_score_gemma":0.003497639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739227,"about_ca_topic_score_gemma":0.01412431,"domain_scores_codex":[0.9981647,0.0005327152,0.0001171891,0.0002297214,0.0005091029,0.000446539],"domain_scores_gemma":[0.9970626,0.0009588509,0.0001602099,0.0002033307,0.000518891,0.00109607],"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":[0.0000452376,0.00003956157,0.001719584,0.00005584628,0.00002346547,0.01918052,0.0007630771,0.00006364873,0.0002847409,0.04364493,0.9102275,0.02395193],"study_design_scores_gemma":[0.00003827452,0.00002778626,0.0007880427,0.000433661,0.0000202314,0.02027515,0.002065444,0.0002350052,0.0001517163,0.05936967,0.9165686,0.00002646871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002282022,0.002405026,0.0004478948,0.8982629,0.01759492,0.00001454363,0.00005092867,0.00004323249,0.07889849],"genre_scores_gemma":[0.02090603,0.00126094,0.0004006843,0.9204685,0.01301223,0.00002205247,0.00004220872,0.0000550306,0.04383234],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02622858,"threshold_uncertainty_score":0.08774334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922804505179947,"score_gpt":0.2647919198009038,"score_spread":0.2455638747491043,"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."}}