{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749093,0.0003301957,0.001194967,0.0003660977,0.0004573844,0.00001624099,0.0004922086,0.00009414199,0.0005535759],"category_scores_gemma":[0.0000157821,0.0002339316,0.0001258685,0.0002598738,0.00009349449,0.0002165749,0.00007236296,0.0004080917,0.00005429389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530018,"about_ca_system_score_gemma":0.00158459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003291313,"about_ca_topic_score_gemma":0.00003215827,"domain_scores_codex":[0.9956682,0.0003290461,0.001891707,0.0003776481,0.0008427631,0.0008906152],"domain_scores_gemma":[0.9965576,0.0001764152,0.001946282,0.0002693706,0.0003092039,0.0007411239],"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":[0.004568307,0.0006719158,0.04134544,0.002661605,0.0003046536,0.00004658008,0.05521616,7.457122e-7,0.0002611769,0.0002816562,0.2569748,0.6376669],"study_design_scores_gemma":[0.016679,0.00755675,0.426682,0.002559995,0.00003395079,0.0001643134,0.02365254,0.000001837202,0.0000512503,0.00005316723,0.5222383,0.0003269089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001831,0.05000724,0.0002095003,0.0252075,0.0163474,0.002951006,0.00007906883,0.00004190399,0.00497331],"genre_scores_gemma":[0.9642013,0.0004759378,0.003320272,0.02683323,0.001049885,0.00009825714,0.0002117737,0.00006510042,0.003744186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.63734,"threshold_uncertainty_score":0.9539452,"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."}}