{"id":"W7037213143","doi":"","title":"Development of the best-practice guidelines for the prevention of postpartum depression","year":2012,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Ethics, Aesthetics, and Art","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Proteogenomics; Articular cartilage damage; Tubulopathy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001474672,0.000115902,0.0002249137,0.0001180281,0.001101225,0.00003376207,0.0003683615,0.0001549975,0.0002161091],"category_scores_gemma":[0.0005405887,0.00008454812,0.000108148,0.00004262698,0.0007747425,0.0001096252,0.000212282,0.000535586,0.000004980222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002481465,"about_ca_system_score_gemma":0.0002137972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007227507,"about_ca_topic_score_gemma":0.0008296741,"domain_scores_codex":[0.9985071,0.0003186691,0.0002261346,0.0001813276,0.0005677188,0.0001990366],"domain_scores_gemma":[0.9970691,0.0005485793,0.0005020048,0.0002772923,0.001549345,0.00005373767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00170194,0.001919433,0.004614143,0.006131652,0.002125575,0.000009040719,0.3926889,0.00004772562,0.005468068,0.0467554,0.4933523,0.04518588],"study_design_scores_gemma":[0.0002387994,0.0001687058,0.00008368382,0.0007692191,0.00008251853,0.000001680547,0.03543937,0.00002541282,0.000257838,0.00009149008,0.9627544,0.00008686047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02794303,0.02483719,0.0007553512,0.004285709,0.005637919,0.002757899,0.00006324514,0.00011693,0.9336028],"genre_scores_gemma":[0.04923227,0.001123149,0.002426198,0.00001223102,0.001169807,0.000002824883,0.00001376984,0.00008155625,0.9459382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4694021,"threshold_uncertainty_score":0.8469843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110273072708085,"score_gpt":0.337122035948341,"score_spread":0.2268489632402561,"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."}}