{"id":"W4393383495","doi":"10.59249/wmge9032","title":"The Role of Social Support in Perinatal Mental Health andPsychosocial Stimulation","year":2024,"lang":"en","type":"article","venue":"The Yale Journal of Biology and Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Lunenfeld-Tanenbaum Research Institute; Women's College Hospital; University of Toronto; Toronto Metropolitan University; Sinai Health System","funders":"","keywords":"Social support; Psychosocial; Mental health; Psychology; Clinical psychology; Depression (economics); Anxiety; Psychiatry; Medicine; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.001140875,0.0001954779,0.0002860711,0.0003942245,0.0003997441,0.0006715501,0.000408575,0.0003316265,0.001694315],"category_scores_gemma":[0.007588667,0.0001135666,0.0003640512,0.0004536523,0.000346473,0.0002970126,0.0006295794,0.0005602514,0.00007150938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501332,"about_ca_system_score_gemma":0.00103117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693926,"about_ca_topic_score_gemma":0.008337596,"domain_scores_codex":[0.999016,0.0006745566,0.00004387229,0.0000431045,0.00009707184,0.000125401],"domain_scores_gemma":[0.9974381,0.001275455,0.000611733,0.00009414435,0.0001161962,0.0004643786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006234135,0.0002984946,0.9213852,0.0001094384,0.0002512404,0.0003235947,0.0003105672,0.0002242454,0.0002227207,0.0004832595,0.0005184405,0.07524934],"study_design_scores_gemma":[0.00002945894,0.0002769339,0.9978803,0.00009772868,0.00008893996,0.0002297267,0.0002863388,0.0003637573,0.00005981839,0.0003348965,0.0003463547,0.000005715986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878013,0.007942573,0.0001339056,0.001472387,0.00003011049,0.00002451509,0.0001677818,0.000003440548,0.002423946],"genre_scores_gemma":[0.9979328,0.001632547,0.0001136445,0.00007412364,0.00002402265,0.00001691059,0.00006045694,9.200533e-7,0.0001446096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004693926,"threshold_uncertainty_score":0.009333193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512697225279288,"score_gpt":0.3691856503709063,"score_spread":0.3540586781181134,"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."}}