{"id":"W3147302259","doi":"10.1016/j.jadr.2021.100135","title":"Profiles of women participating in an internet-based prenatal mental health platform (HOPE – Healthy Outcomes of Prenatal and Postnatal Experiences)","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; University of Calgary; Max Bell Foundation; Alberta Health Services","keywords":"Mental health; Anxiety; Medicine; Psychiatry; Population; Edinburgh Postnatal Depression Scale; Depression (economics); Clinical psychology; Environmental 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":[0.0008425849,0.0001727689,0.0007606372,0.0002037791,0.00004545244,0.00001042259,0.0000575105,0.00006199133,0.0000620817],"category_scores_gemma":[0.0002384073,0.0001396728,0.00009681139,0.0001645755,0.0001235564,0.000315805,0.00005556091,0.0002544759,9.371177e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667623,"about_ca_system_score_gemma":0.0006654589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003364896,"about_ca_topic_score_gemma":0.0002442828,"domain_scores_codex":[0.9975827,0.0001417213,0.001228716,0.0002314847,0.0004442849,0.0003710864],"domain_scores_gemma":[0.9979281,0.0001031553,0.001340922,0.000167426,0.0001467577,0.0003136205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002146927,0.001240932,0.952587,0.00427976,0.00008727651,0.0005501421,0.03375947,0.0000166391,0.0001429836,0.00001691812,0.000007359752,0.005164587],"study_design_scores_gemma":[0.004045641,0.00990328,0.8589365,0.007688055,0.00002467592,0.00205053,0.02173921,0.0002232364,0.09510179,0.00007371081,0.00001793972,0.0001954452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970826,0.001634371,0.00002035717,0.0003405061,0.0003428649,0.0005154475,0.00001594549,0.000006392566,0.00004153643],"genre_scores_gemma":[0.9992275,0.00007651289,0.0004029394,0.0001584005,0.00001948847,0.00006789595,0.00001824878,0.00001588845,0.00001313648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0949588,"threshold_uncertainty_score":0.569569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607742979119156,"score_gpt":0.3285127579091484,"score_spread":0.3124353281179568,"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."}}