{"id":"W1760915055","doi":"10.1176/appi.pn.2015.9a20","title":"Adolescent Depression, Bipolar Disorder Cited as Risk Factors for CVD","year":2015,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bipolar disorder; Depression (economics); Medicine; Psychiatry; Disease; Risk factor; Internal medicine; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007699495,0.0003877498,0.0004839155,0.0003685304,0.001137936,0.00001669661,0.0003943886,0.0005245198,0.0002311747],"category_scores_gemma":[0.001052958,0.0003016175,0.0002262996,0.0009188885,0.00003154121,0.0001514376,0.0001218528,0.001125666,0.0008972161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194952,"about_ca_system_score_gemma":0.001024899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005346665,"about_ca_topic_score_gemma":0.0009426139,"domain_scores_codex":[0.9960595,0.0007164148,0.0009808986,0.0006345294,0.0005033847,0.00110528],"domain_scores_gemma":[0.9967722,0.0005221806,0.0006362903,0.000660504,0.0004066797,0.001002197],"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":[0.0001853675,0.0001482316,0.7434639,0.0002208918,0.00001391439,5.380547e-7,0.001631537,0.000006373272,6.575146e-7,0.000093848,0.2477894,0.006445282],"study_design_scores_gemma":[0.003377737,0.0001830455,0.1812293,0.00006154006,0.0001173055,7.95711e-7,0.006441064,0.0001479909,0.000001889318,0.001621429,0.8064117,0.0004061828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399177,0.02323577,0.01161927,0.00508005,0.01119559,0.005510945,0.0004097484,0.0005947872,0.00243611],"genre_scores_gemma":[0.9776841,0.003434143,0.002779533,0.004066643,0.007221033,0.0003779724,0.0003580544,0.0001933793,0.003885157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5622346,"threshold_uncertainty_score":0.9999436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811450309586263,"score_gpt":0.4173101313807127,"score_spread":0.3361651004220864,"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."}}