{"id":"W4236520390","doi":"10.2196/preprints.24327","title":"The PPD-ACT App: Feasibility of a mobile application for recruiting women with postpartum depression and psychosis to a psychiatric genetics study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Edinburgh Postnatal Depression Scale; Postpartum depression; Depression (economics); Psychiatry; Childbirth; Pregnancy; Depressive symptoms; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0104473,0.0005111957,0.0004780848,0.0005681043,0.00112287,0.001216867,0.0009656598,0.0008622598,0.04982956],"category_scores_gemma":[0.02145156,0.0003579489,0.0005485438,0.0002910663,0.0003234932,0.0007517926,0.001649925,0.0004780623,0.01159691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009888724,"about_ca_system_score_gemma":0.003537841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341541,"about_ca_topic_score_gemma":0.0300701,"domain_scores_codex":[0.9976562,0.001474714,0.0001759196,0.0002091457,0.0002326563,0.0002513461],"domain_scores_gemma":[0.9893578,0.007104616,0.0002698159,0.0004750307,0.001326003,0.001466727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01270226,0.005561406,0.08742145,0.001690082,0.0001167004,0.002176453,0.009971108,0.0006566274,0.007418313,0.0007703507,0.3982809,0.4732342],"study_design_scores_gemma":[0.02409264,0.04011082,0.3462783,0.003699561,0.0008016809,0.001908362,0.03490573,0.02242253,0.009230292,0.003816553,0.5117406,0.000992995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7359169,0.0006847407,0.02537822,0.02225685,0.002334942,0.08493151,0.06618866,0.01315463,0.0491535],"genre_scores_gemma":[0.6205159,0.001379491,0.1756986,0.01257327,0.0009188642,0.1331268,0.01792387,0.001042797,0.03682037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04982956,"threshold_uncertainty_score":0.1666965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971250812293304,"score_gpt":0.3604848862825449,"score_spread":0.3207723781596118,"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."}}