{"id":"W2259085538","doi":"10.1371/journal.pone.0145189","title":"Pregnant Women’s Perceptions of Harms and Benefits of Mental Health Screening","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University of Ottawa; University of Manitoba; MacEwan University; Alberta Health Services; McMaster University; University of Saskatchewan; University of Alberta","funders":"University of Alberta; Canadian Institutes of Health Research; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Mental health; Medicine; Perception; MEDLINE; Psychiatry; Psychology; Environmental health; Biology","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":[0.00331249,0.0001668011,0.0002274104,0.0003827789,0.0007281239,0.001017968,0.0002266776,0.0003713176,0.00135618],"category_scores_gemma":[0.01313073,0.000260182,0.000326103,0.0002562262,0.001067902,0.000493126,0.0009053214,0.0006952798,0.00008494313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914065,"about_ca_system_score_gemma":0.001276789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02708342,"about_ca_topic_score_gemma":0.02862071,"domain_scores_codex":[0.9985338,0.0008452189,0.0001067613,0.00006173486,0.0003142809,0.0001381454],"domain_scores_gemma":[0.9964492,0.001814063,0.00105525,0.0001009228,0.0002893436,0.0002910795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002612001,0.0001079839,0.900139,0.0001542573,0.00009533037,0.0007370885,0.07506596,0.00009916591,0.0009448424,0.0003068582,0.0005277054,0.02156059],"study_design_scores_gemma":[0.00002044921,0.0004801411,0.8572385,0.0003984112,0.0001137626,0.0009937674,0.137109,0.0003337141,0.0004591268,0.0003823306,0.002432947,0.00003788701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978076,0.000370521,0.00008037665,0.0005039361,0.000007724357,0.00001389083,0.00003236421,0.000001848008,0.001181692],"genre_scores_gemma":[0.999262,0.0003760534,0.00009734534,0.0001213919,0.000004643621,0.00001055128,0.00001545745,7.754603e-7,0.0001116924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708342,"threshold_uncertainty_score":0.05385154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09035759670530079,"score_gpt":0.3000017362475885,"score_spread":0.2096441395422877,"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."}}