{"id":"W2911802810","doi":"10.4102/phcfm.v11i1.1902","title":"Accessible continued professional development for maternal mental health","year":2019,"lang":"en","type":"article","venue":"African Journal of Primary Health Care & Family Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"","keywords":"Mental health; Stigma (botany); Medicine; Mental illness; Test (biology); Curriculum; Scale (ratio); Mental health literacy; Professional development; Nursing; Medical education; Psychology; Psychiatry","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":[0.001720825,0.0002034436,0.0001488525,0.0004546047,0.0007965746,0.0008254471,0.0005888453,0.0006360327,0.03177555],"category_scores_gemma":[0.006930393,0.0001554742,0.0002069976,0.0003631621,0.0003878503,0.0007667069,0.002582561,0.001250996,0.003811878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009997912,"about_ca_system_score_gemma":0.005822474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135136,"about_ca_topic_score_gemma":0.003618608,"domain_scores_codex":[0.998587,0.0006884912,0.00004956817,0.00007165848,0.0004332994,0.0001699888],"domain_scores_gemma":[0.9934286,0.002962566,0.0006507204,0.0004760875,0.0007127544,0.00176911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006019006,0.001445915,0.008568875,0.00130766,0.00000698122,0.0002432224,0.004552046,0.0002090816,0.001818769,0.003273894,0.08809768,0.8904157],"study_design_scores_gemma":[0.0002219125,0.001523857,0.09534699,0.00460613,0.00004080472,0.002978973,0.006547221,0.0009630608,0.003430912,0.009129427,0.8751732,0.00003747906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3640481,0.02870208,0.03642748,0.08924401,0.003165244,0.003293908,0.001326869,0.001501686,0.4722907],"genre_scores_gemma":[0.6713797,0.03149904,0.1564804,0.007099763,0.001340317,0.001814456,0.001136717,0.0001154933,0.129134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03177555,"threshold_uncertainty_score":0.1062999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04248164445290077,"score_gpt":0.4041887358344243,"score_spread":0.3617070913815236,"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."}}