{"id":"W6921412267","doi":"10.6084/m9.figshare.c.6319593.v1","title":"The PPD-ACT app in Canada: feasibility and a latent class analysis of participants with postpartum depression recruited to a psychiatric genetics study using a mobile application","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; St. Joseph’s Healthcare Hamilton; University of British Columbia; Sunnybrook Health Science Centre; McMaster University; Women's College Hospital; University of Toronto","funders":"","keywords":"Latent class model; Edinburgh Postnatal Depression Scale; Postpartum depression; Depression (economics); Psychosis; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01121068,0.0008788108,0.0007299369,0.001356598,0.006769831,0.002562928,0.002508701,0.001142829,0.003195369],"category_scores_gemma":[0.02194799,0.0009343334,0.001227858,0.002127528,0.001720741,0.0007969756,0.002418676,0.001576649,0.001042527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02621527,"about_ca_system_score_gemma":0.04903911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601362,"about_ca_topic_score_gemma":0.9670011,"domain_scores_codex":[0.9926928,0.002137892,0.0003898989,0.0009016464,0.002175842,0.001701856],"domain_scores_gemma":[0.9897793,0.001734995,0.0007573561,0.0007603015,0.00518094,0.001787017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003097634,0.003557825,0.898493,0.0003067426,0.0001772944,0.0005507905,0.02628768,0.0006096149,0.002039913,0.0009263534,0.01374191,0.05021124],"study_design_scores_gemma":[0.0009496625,0.001594282,0.9601017,0.0002174161,0.0001658723,0.0002053624,0.02039669,0.00514494,0.0006804014,0.0003852768,0.009987818,0.0001705846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807431,0.0001131828,0.002022474,0.001059178,0.00004484327,0.009241585,0.004490468,0.00005900863,0.002226099],"genre_scores_gemma":[0.9687486,0.0002376472,0.009633818,0.001370566,0.00003773402,0.01207709,0.004108851,0.00005706079,0.003728584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03986382,"threshold_uncertainty_score":0.190206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332481700849263,"score_gpt":0.4051233640625939,"score_spread":0.2718751939776676,"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."}}