{"id":"W2075289519","doi":"10.1186/1745-6215-15-3","title":"Comparing the feasibility, acceptability, clinical-, and cost-effectiveness of mental health e-screening to paper-based screening on the detection of depression, anxiety, and psychosocial risk in pregnant women: a study protocol of a randomized, parallel-group, superiority trial","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; The King's University; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Strong; Children's Health Research Institute","keywords":"Medicine; Psychosocial; Anxiety; Mental health; Randomized controlled trial; Psychiatry; Intervention (counseling); Family medicine; Depression (economics)","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":[0.04709557,0.00425494,0.004901213,0.002041981,0.001924376,0.002520653,0.002564722,0.005885754,0.02195133],"category_scores_gemma":[0.06801711,0.001914626,0.005051996,0.001666329,0.003978943,0.003262093,0.001781284,0.004474255,0.002637471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003484406,"about_ca_system_score_gemma":0.008865961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276554,"about_ca_topic_score_gemma":0.001411924,"domain_scores_codex":[0.9429417,0.04428174,0.004881394,0.002413977,0.002775671,0.002705586],"domain_scores_gemma":[0.9568527,0.0218544,0.009537477,0.003535577,0.004546764,0.003673008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9603914,0.02490589,0.0007241671,0.001066363,0.00058158,0.00003955117,0.0001822905,0.0006108039,0.0005399123,0.0003277716,0.0005002288,0.01012994],"study_design_scores_gemma":[0.9282091,0.0686615,0.00078739,0.0001093357,0.0002763021,0.00001264242,0.00003443894,0.0005464777,0.0003579073,0.0002697014,0.0007161658,0.00001904086],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1115671,0.0003591584,0.002117736,0.0003834994,0.0004895835,0.88252,0.0008308046,0.0000703935,0.001661709],"genre_scores_gemma":[0.09352076,0.00027332,0.005819075,0.0003491012,0.000256487,0.8988761,0.000258093,0.00001329894,0.0006337239],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04709557,"threshold_uncertainty_score":0.2490681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617914682027565,"score_gpt":0.467032612277087,"score_spread":0.3052411440743305,"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."}}