{"id":"W6902136285","doi":"10.6084/m9.figshare.21628872.v1","title":"Additional file 1 of 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":"article","venue":"Figshare","topic":"Mobile Health and mHealth Applications","field":"Health Professions","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; Postpartum depression; Depression (economics); Population; Census; Statistical analysis; Table (database)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001656989,0.000681665,0.0008409295,0.002499796,0.003566566,0.001907297,0.001925569,0.0007057771,0.6331834],"category_scores_gemma":[0.02054501,0.0005607236,0.0006726849,0.00409059,0.0003677315,0.001192449,0.001035431,0.0008695812,0.07596753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007950268,"about_ca_system_score_gemma":0.01802639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6892378,"about_ca_topic_score_gemma":0.8571877,"domain_scores_codex":[0.9991794,0.0001148109,0.00009553266,0.0001139948,0.000310617,0.0001855669],"domain_scores_gemma":[0.98711,0.004854038,0.0007200105,0.0006775924,0.005787455,0.0008508587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002137095,0.0001595042,0.006063463,0.0006231818,0.00001457902,0.00004796731,0.0002905542,0.0001075597,0.00004535286,0.0003450691,0.9756697,0.01641937],"study_design_scores_gemma":[0.004441725,0.000351425,0.2718866,0.003560059,0.0002026373,0.0003911927,0.005212474,0.00277703,0.0009489915,0.003752786,0.7061749,0.0003000935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002288003,0.00002924456,0.0004347732,0.0003004185,0.00003167777,0.00154207,0.9895291,0.0002862819,0.005558481],"genre_scores_gemma":[0.06456952,0.0004377929,0.01138289,0.00155001,0.0001120519,0.03734671,0.806977,0.0008228212,0.07680125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6331834,"threshold_uncertainty_score":0.6251847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140578115125158,"score_gpt":0.3953359386472892,"score_spread":0.2812781271347733,"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."}}