{"id":"W3089468153","doi":"10.2196/13770","title":"Mobile App–Based Self-Report Questionnaires for the Assessment and Monitoring of Bipolar Disorder: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Formative Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bipolar disorder; Mobile apps; Psychology; Systematic review; Self-monitoring; Clinical psychology; MEDLINE; Computer science; World Wide Web; Social psychology; Political science; Mood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002353586,0.0003925845,0.002576998,0.0002410722,0.0002970597,0.00004655756,0.0002708597,0.000161331,0.000009087276],"category_scores_gemma":[0.0002884981,0.0002065418,0.0005797676,0.000663171,0.0001544539,0.00009842921,0.0001579161,0.0007463447,0.00001379952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003755697,"about_ca_system_score_gemma":0.00106443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002594667,"about_ca_topic_score_gemma":0.000002613695,"domain_scores_codex":[0.9963112,0.0007195264,0.001185941,0.0003653493,0.001029089,0.0003889194],"domain_scores_gemma":[0.9964826,0.001545821,0.0005549762,0.0007178349,0.0005222257,0.0001766058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005701772,0.0002987497,0.0002249656,0.8154652,0.0009605114,0.000008703852,0.0003324987,5.361018e-8,6.843344e-8,0.0000631326,0.0001780787,0.1824624],"study_design_scores_gemma":[0.0004361429,0.0009163308,0.0001205168,0.4639826,0.003263834,0.0001106432,0.00022824,0.00009015069,0.000001386593,0.00001223037,0.5306919,0.0001460584],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000176529,0.9785612,0.0005280321,0.0001942824,0.00007545503,0.02042521,0.0000858611,0.00005799923,0.00007018531],"genre_scores_gemma":[0.0003051744,0.9767071,0.0004825813,0.000007926371,0.00006730916,0.02216491,0.0001478081,0.00005635524,0.00006081859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5305138,"threshold_uncertainty_score":0.842253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07322893295234079,"score_gpt":0.4797668767030988,"score_spread":0.406537943750758,"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."}}