{"id":"W2164568274","doi":"10.2196/resprot.4037","title":"An Integrated Web-Based Mental Health Intervention of Assessment-Referral-Care to Reduce Stress, Anxiety, and Depression in Hospitalized Pregnant Women With Medically High-Risk Pregnancies: A Feasibility Study Protocol of Hospital-Based Implementation","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Strong; University of Alberta; Royal Alexandra Hospital Foundation; Children's Health Research Institute","keywords":"Medicine; Referral; Psychosocial; Mental health; Anxiety; Intervention (counseling); Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01046247,0.001904677,0.002249877,0.001599927,0.003074592,0.001139718,0.002775874,0.002418764,0.01284642],"category_scores_gemma":[0.007607183,0.001939467,0.001577324,0.001032677,0.001711491,0.001350941,0.002067173,0.002694261,0.001906769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829853,"about_ca_system_score_gemma":0.01353722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404901,"about_ca_topic_score_gemma":0.007566864,"domain_scores_codex":[0.992894,0.003981391,0.0007875697,0.0005776294,0.0006254209,0.001133994],"domain_scores_gemma":[0.9957414,0.001130869,0.0006077305,0.0005505137,0.000777285,0.001192291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1957123,0.6578184,0.01183577,0.00420447,0.0004510656,0.0005510028,0.003956822,0.003393206,0.008243965,0.000916909,0.004237822,0.1086783],"study_design_scores_gemma":[0.5694413,0.3739975,0.04321976,0.0005390299,0.0002840542,0.0001145906,0.001662124,0.002028851,0.002163634,0.000516679,0.00590768,0.0001248793],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1317594,0.00004372774,0.001502726,0.0001335014,0.00006238381,0.8649719,0.0006344442,0.00006590997,0.0008260004],"genre_scores_gemma":[0.06199807,0.0001178006,0.006890798,0.0001745097,0.00005100971,0.9298978,0.0002807509,0.000006328751,0.0005829051],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01284642,"threshold_uncertainty_score":0.05533153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09120094675361198,"score_gpt":0.5348751883668773,"score_spread":0.4436742416132653,"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."}}