{"id":"W2113247802","doi":"10.1093/ijnp/pyv071","title":"Candidate Risks Indicators for Bipolar Disorder: Early Intervention Opportunities in High-Risk Youth","year":2015,"lang":"en","type":"review","venue":"The International Journal of Neuropsychopharmacology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Centre for Movement Disorders; University of Toronto; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Bipolar disorder; Psychology; Clinical psychology; Psychopathology; Mood; Psychiatry; Anxiety; Psychological intervention; Mood disorders; Vulnerability (computing); Major depressive disorder","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00145149,0.0005549348,0.0009892192,0.0009970246,0.001181114,0.001171177,0.0006310113,0.001067492,0.003499354],"category_scores_gemma":[0.003428628,0.000322637,0.0007677166,0.0007161488,0.0002611308,0.0007597444,0.001168023,0.001549931,0.000293854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009560926,"about_ca_system_score_gemma":0.003430838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009184733,"about_ca_topic_score_gemma":0.02220421,"domain_scores_codex":[0.9993956,0.0002686482,0.00004354583,0.00006526738,0.00008269081,0.0001441799],"domain_scores_gemma":[0.9986958,0.0003807619,0.0002210022,0.00002378666,0.0001826923,0.000496005],"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":[0.001345076,0.002754066,0.4630719,0.003366558,0.0003491521,0.00172508,0.003544496,0.000362116,0.001858975,0.001749793,0.01977308,0.5000997],"study_design_scores_gemma":[0.0004597154,0.002129838,0.9518167,0.009223726,0.000779447,0.001243848,0.008902859,0.0005446707,0.000796567,0.003734621,0.02029233,0.00007574335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7684445,0.1680675,0.00667151,0.03307233,0.001951682,0.001316182,0.001763352,0.0002946181,0.0184184],"genre_scores_gemma":[0.8626282,0.1120242,0.01385739,0.003842008,0.001097732,0.001851311,0.001549055,0.00003287219,0.003117148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009184733,"threshold_uncertainty_score":0.01826251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046532818983465,"score_gpt":0.4090763961129525,"score_spread":0.304423114214606,"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."}}