{"id":"W2256373799","doi":"10.1017/s146342361500033x","title":"Maternal mental health: a shared care approach","year":2015,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; University of Saskatchewan","keywords":"Mental health; Mental health care; Nursing; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002300872,0.0003364438,0.0007036285,0.0004308938,0.0008440675,0.00007671748,0.0003472507,0.0001273915,0.00007442185],"category_scores_gemma":[0.00004830749,0.000301734,0.00007929193,0.0004026626,0.0001125176,0.0001579377,0.0004647603,0.0009129233,0.0003185202],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01005783,"about_ca_system_score_gemma":0.01435565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319516,"about_ca_topic_score_gemma":0.00009648383,"domain_scores_codex":[0.993309,0.0005877198,0.0009687709,0.0007518121,0.002512202,0.001870531],"domain_scores_gemma":[0.9960041,0.00004529572,0.0001802178,0.0005146566,0.000643325,0.00261241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00712574,0.001284309,0.1046031,0.1681089,0.0002374116,0.0003542607,0.2965654,0.000005868022,0.00003314219,0.0003547336,0.1284092,0.2929179],"study_design_scores_gemma":[0.007030837,0.003120448,0.2398474,0.010332,0.000007457255,0.0005801546,0.01504653,0.00001494689,0.001260259,0.0000311097,0.7220823,0.000646565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5089592,0.3163501,0.0002744775,0.07109197,0.003845652,0.01899853,0.0005904142,0.001002994,0.0788867],"genre_scores_gemma":[0.875976,0.006000281,0.082056,0.02331838,0.0009221509,0.001784802,0.005142614,0.0002491405,0.004550595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5936731,"threshold_uncertainty_score":0.9999435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09694044925701498,"score_gpt":0.409702987840334,"score_spread":0.312762538583319,"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."}}