{"id":"W7014576471","doi":"","title":"Predictors and impacts of engagement in an app-based social support forum: Exploring maternal depression, anxiety, and self-compassion","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Social support; Thematic analysis; Anxiety; Feeling; Depression (economics); Social media; Telehealth; Family support; Computer-assisted web interviewing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001568091,0.0001982417,0.0002143514,0.0004303417,0.0004411074,0.000637423,0.0002729536,0.0003354747,0.00158819],"category_scores_gemma":[0.006866753,0.0002924328,0.000462793,0.0003131775,0.0001786714,0.0004738744,0.0007530617,0.0006321194,0.0001396031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003833199,"about_ca_system_score_gemma":0.0005627093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003788619,"about_ca_topic_score_gemma":0.006947735,"domain_scores_codex":[0.9993836,0.000263316,0.00006443102,0.00005576444,0.0001004842,0.0001323861],"domain_scores_gemma":[0.9965037,0.001736959,0.0009817202,0.00008014182,0.0002130743,0.0004844231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001326547,0.0003947755,0.9869989,0.00004751455,0.00003005586,0.0001003885,0.0036241,0.0000265133,0.0002149107,0.0000135936,0.00009280771,0.008323831],"study_design_scores_gemma":[0.000009277116,0.0006205526,0.9932267,0.00004320801,0.00003336764,0.0001023133,0.005365856,0.0002410514,0.0001217934,0.00001575965,0.0002145547,0.000005524035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999683,0.00003575895,0.00002744735,0.00002812671,0.000001669452,0.00002340165,0.00004767572,9.888533e-7,0.0001518874],"genre_scores_gemma":[0.9993954,0.00009154153,0.000193007,0.00001375813,0.00000314317,0.00008913677,0.0000594613,7.414107e-7,0.0001539572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003788619,"threshold_uncertainty_score":0.008292973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896217596354937,"score_gpt":0.2682042108221213,"score_spread":0.239242034858572,"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."}}