{"id":"W4411399312","doi":"10.61959/uaun2870e","title":"Facts and Stats: Maternal Mental Health in Canada","year":2019,"lang":"en","type":"report","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Feeling; Anxiety; Depression (economics); Affect (linguistics); Psychology; Postpartum depression; Psychiatry; Public health; Pregnancy; Medicine; Developmental psychology; Nursing; Social psychology","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":[0.0008939156,0.0004658474,0.0004612195,0.004915277,0.003314465,0.002378589,0.001810154,0.001300576,0.02414559],"category_scores_gemma":[0.00738012,0.0005509284,0.0007882366,0.01121722,0.0005393637,0.0006825494,0.001199634,0.001987533,0.004085737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03833002,"about_ca_system_score_gemma":0.1243944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957131,"about_ca_topic_score_gemma":0.9975,"domain_scores_codex":[0.9974578,0.00006432035,0.0001993617,0.00009727016,0.001611134,0.0005700292],"domain_scores_gemma":[0.9905995,0.0004837661,0.0006277113,0.0001941116,0.006322416,0.001772431],"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":[0.0000297856,0.00004065617,0.03904044,0.0002061244,0.0000192284,0.00008479036,0.0001438002,0.0001771695,0.00003040639,0.001070354,0.9397978,0.01935939],"study_design_scores_gemma":[0.00009301544,0.00002721967,0.4700058,0.0006359198,0.00005416547,0.0001661394,0.001214356,0.0007440844,0.0001849865,0.0005680156,0.5262334,0.00007288461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01377199,0.00282878,0.0002238294,0.01810974,0.00152947,0.0005671304,0.875512,0.000436298,0.08702077],"genre_scores_gemma":[0.1632153,0.01568433,0.002918935,0.01344679,0.001247218,0.001559894,0.5658024,0.0003179935,0.2358072],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03833002,"threshold_uncertainty_score":0.2781051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056109172895769,"score_gpt":0.3254093655342333,"score_spread":0.2948482738052756,"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."}}