{"id":"W3006200172","doi":"10.1016/j.jadohealth.2019.10.024","title":"The Mental Health of Young Canadian Mothers","year":2020,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Hamilton Health Sciences","keywords":"Mental health; Psychology; Environmental health; Psychiatry; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006654667,0.0002766834,0.0003455281,0.001188805,0.005946764,0.001874311,0.001102991,0.000656253,0.003568818],"category_scores_gemma":[0.003159309,0.00044171,0.0005591892,0.002620804,0.0006759179,0.0006249564,0.001145659,0.001460236,0.0002708185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03636552,"about_ca_system_score_gemma":0.04641813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953253,"about_ca_topic_score_gemma":0.9978641,"domain_scores_codex":[0.9989629,0.00008794955,0.00003845553,0.00004504859,0.0002431234,0.0006224575],"domain_scores_gemma":[0.9978243,0.0001337185,0.0003138932,0.00002445185,0.0008816144,0.0008220242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007168164,0.0001178898,0.9660938,0.00009481651,0.00003260658,0.0004284348,0.01732118,0.00003649807,0.0001704794,0.0003584523,0.004311515,0.01096267],"study_design_scores_gemma":[0.000007117114,0.00003841261,0.952821,0.0001701677,0.00002270727,0.0001189828,0.04300493,0.0000479684,0.00004052915,0.00004720369,0.003661747,0.00001936561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840188,0.001849146,0.00002364635,0.003529757,0.00008533165,0.00005840963,0.001688533,0.000004349347,0.008742125],"genre_scores_gemma":[0.9933118,0.00269671,0.00006830291,0.0008530766,0.00002434948,0.00002914404,0.0004306934,0.000004062038,0.002581856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636552,"threshold_uncertainty_score":0.2638516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561350170157417,"score_gpt":0.3086496715371733,"score_spread":0.2830361698355991,"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."}}