{"id":"W6926013183","doi":"10.20381/ruor-28162","title":"Screening for depression among the general adult population and in women during pregnancy or the first-year postpartum: two systematic reviews to inform a guideline of the Canadian Task Force on Preventive Health Care","year":2022,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"Leech Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Guideline; Population; Randomized controlled trial; Depression (economics); Mental health; Postpartum depression; MEDLINE; Edinburgh Postnatal Depression Scale","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":[0.06197382,0.002893102,0.01511758,0.02333051,0.002129367,0.006392593,0.005543224,0.007515196,0.005299929],"category_scores_gemma":[0.2200793,0.002856758,0.01558725,0.02085576,0.002005398,0.008550764,0.004721687,0.003750759,0.0007847348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01950575,"about_ca_system_score_gemma":0.07242084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04929503,"about_ca_topic_score_gemma":0.1734826,"domain_scores_codex":[0.9346938,0.0157048,0.03375506,0.002728719,0.01153894,0.001578634],"domain_scores_gemma":[0.858434,0.07953447,0.02581463,0.004013435,0.03065553,0.001548002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003623766,0.00002380766,0.0007059785,0.9532452,0.006096205,0.0001610631,0.0005957975,0.00007250979,0.0002869281,0.0004466323,0.007046023,0.03095754],"study_design_scores_gemma":[0.0006388795,0.00008942639,0.001633702,0.9422496,0.0329519,0.0001402706,0.000317575,0.00007716606,0.0001670737,0.0004391662,0.02123528,0.00005986618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001546897,0.9669037,0.001305685,0.00600787,0.001658064,0.01839035,0.002710042,0.00007583944,0.001401557],"genre_scores_gemma":[0.01757831,0.9075011,0.01719163,0.01304606,0.0005848684,0.04014509,0.002684986,0.00006305192,0.001204929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06197382,"threshold_uncertainty_score":0.3277528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122260745574211,"score_gpt":0.2512744160579163,"score_spread":0.2400518086021742,"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."}}