{"id":"W6920949488","doi":"10.6084/m9.figshare.24089131.v1","title":"Additional file 1 of Screening for postpartum depression and risk of suicidality with obstetrical patients: a cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Postpartum depression; Depression (economics); Postpartum period; Pregnancy; MEDLINE","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001164549,0.0008557274,0.001079567,0.002282438,0.0009728659,0.0009140758,0.001657671,0.0009975401,0.6770297],"category_scores_gemma":[0.02417958,0.000660024,0.0007859213,0.00434083,0.0002332321,0.00140069,0.0008654754,0.0007474911,0.06424647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009322743,"about_ca_system_score_gemma":0.001487721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606434,"about_ca_topic_score_gemma":0.01782315,"domain_scores_codex":[0.9993331,0.000169195,0.0001623815,0.0001481842,0.00007931169,0.0001077865],"domain_scores_gemma":[0.9829946,0.01124309,0.002213976,0.0009380438,0.001924027,0.000686402],"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":[0.000663407,0.0005308306,0.04813585,0.003240252,0.0001594797,0.0001735541,0.0002195668,0.0006127355,0.0001053514,0.0008871206,0.9306824,0.01458942],"study_design_scores_gemma":[0.01117866,0.001393887,0.6398355,0.006313871,0.0005452425,0.001785191,0.002809752,0.003782654,0.0007119759,0.006816546,0.3245417,0.0002851712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002008343,0.00002466921,0.000180479,0.00008368669,0.00002278565,0.0002631464,0.9960283,0.00006276188,0.001325923],"genre_scores_gemma":[0.04658345,0.0002983132,0.003556329,0.0008109265,0.0001304656,0.008891515,0.9232946,0.0002694038,0.01616497],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6770297,"threshold_uncertainty_score":0.460678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216087463917731,"score_gpt":0.3230861609565622,"score_spread":0.2609252863173849,"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."}}