{"id":"W3204512456","doi":"10.1111/bdi.13136","title":"Use of a point‐of‐care web‐based application to enhance adherence to the CANMAT and ISBD 2018 guidelines for the management of bipolar disorder","year":2021,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; University of British Columbia","funders":"","keywords":"Bipolar disorder; Mood; Treatment of bipolar disorder; Medicine; Point of care; Clinical Practice; Anxiety; Psychiatry; Clinical psychology; Family medicine; Psychology; Nursing; Mania","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877293,0.0002121416,0.0003420786,0.00008904205,0.0001153035,0.00001412258,0.0001963792,0.00006304029,0.00002616366],"category_scores_gemma":[0.0001245973,0.0001354956,0.0001656073,0.0005449089,0.0001063486,0.00005337679,0.0001207958,0.00006977705,0.000005103088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002741904,"about_ca_system_score_gemma":0.0001190253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458753,"about_ca_topic_score_gemma":0.009442039,"domain_scores_codex":[0.99856,0.0000464916,0.0004792424,0.0003700963,0.0003119652,0.0002322377],"domain_scores_gemma":[0.9982482,0.0001672301,0.0001620698,0.0008155715,0.0005166747,0.00009026375],"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":[0.0004103916,0.0005076558,0.05415357,0.00152865,0.0005925107,4.844981e-7,0.001445518,0.0004289548,0.006013857,0.0007545805,0.001866725,0.9322971],"study_design_scores_gemma":[0.001539678,0.0009149514,0.05696897,0.0004239863,0.0008423231,0.000002640861,0.003892692,0.001359345,0.01529762,0.00008304178,0.9184366,0.0002381602],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1529042,0.6369267,0.1646442,0.03388218,0.0003088905,0.01008016,0.001059723,0.0000757613,0.0001181571],"genre_scores_gemma":[0.9501305,0.02558228,0.0218377,0.0009716725,0.00003671794,0.0009056113,0.0001234847,0.00006173093,0.0003502509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9320589,"threshold_uncertainty_score":0.552535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097990909438082,"score_gpt":0.3257441007378205,"score_spread":0.2947641916434396,"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."}}