{"id":"W2260639313","doi":"10.1186/s40345-016-0045-5","title":"Harnessing the potential of community-based participatory research approaches in bipolar disorder","year":2016,"lang":"en","type":"article","venue":"International Journal of Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of British Columbia Hospital; Queen's University; University of British Columbia","funders":"Canadian Institutes of Health Research; Core Research for Evolutional Science and Technology; International Society for Bipolar Disorders","keywords":"Community-based participatory research; Participatory action research; General partnership; Community engagement; Mental health; Health equity; Sociology; Public relations; Medical education; Psychology; Medicine; Nursing; Political science; Psychiatry; Public health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002284285,0.0001581101,0.0003022199,0.0006499384,0.0001496882,0.00003094786,0.0005746232,0.00009829316,0.00008279899],"category_scores_gemma":[0.0003171843,0.00008824436,0.0002599863,0.0003177451,0.0005558121,0.0002057181,0.000102662,0.0007081639,0.000008703145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602445,"about_ca_system_score_gemma":0.0003472363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004666259,"about_ca_topic_score_gemma":0.0008748545,"domain_scores_codex":[0.9969787,0.0008408211,0.0006549238,0.00011748,0.001107028,0.0003010395],"domain_scores_gemma":[0.9983159,0.0004888358,0.0003048583,0.0003178226,0.0004701011,0.0001024448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006977303,0.002251011,0.5886424,0.00004802981,0.0004524177,0.0000136779,0.00120171,0.000155982,0.004925755,0.0004702405,0.00009069766,0.4010504],"study_design_scores_gemma":[0.009430538,0.0009169738,0.8713879,0.0006368535,0.0001902598,0.00010144,0.00347058,0.0003747765,0.003662039,0.003388865,0.1062211,0.0002186907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941277,0.03579825,0.00406662,0.0179722,0.0003887019,0.0002902058,0.00002663105,0.00001123092,0.0001691395],"genre_scores_gemma":[0.9976432,0.001855777,0.0002143603,0.0001056174,0.00009340593,0.00001219106,0.00000850467,0.00002679839,0.00004013639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4008317,"threshold_uncertainty_score":0.35985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273510678471184,"score_gpt":0.3657974834334951,"score_spread":0.2384464155863767,"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."}}