{"id":"W1545880965","doi":"10.1002/mpr.356","title":"Quality assessment of observational studies in psychiatry: an example from perinatal psychiatric research","year":2011,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; Women's College Hospital; McMaster University; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; University of Toronto; Western University; University Health Network; Health Sciences Centre; SickKids Foundation; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Observational study; Psychiatry; Systematic review; Randomized controlled trial; Quality (philosophy); Psychology; Observational methods in psychology; Medicine; MEDLINE","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03097006,0.0002049957,0.000779623,0.003175694,0.0001058325,0.00003012131,0.001095811,0.0001945202,0.0003535667],"category_scores_gemma":[0.0009760306,0.0001751729,0.000204469,0.001632696,0.0003464153,0.0003024938,0.000262265,0.002293308,0.000004442482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519281,"about_ca_system_score_gemma":0.001498946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004720754,"about_ca_topic_score_gemma":0.0004366184,"domain_scores_codex":[0.9883889,0.004993435,0.00254196,0.0004862099,0.002996104,0.0005934112],"domain_scores_gemma":[0.9935795,0.002321496,0.0006977833,0.0004921907,0.002635358,0.0002736848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004097315,0.001909257,0.9584817,0.0007350062,0.0002209229,0.0001072011,0.003108511,0.00001220447,0.0002685633,0.02226237,0.0002722971,0.008524707],"study_design_scores_gemma":[0.003793423,0.001540755,0.9210908,0.001470162,0.00001516031,0.0001109703,0.003107898,0.0001470801,0.0003267297,0.06800593,0.0002569246,0.000134122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816318,0.00660223,0.001136696,0.001494837,0.005554453,0.0005272818,0.00002555037,0.000008108917,0.003019022],"genre_scores_gemma":[0.6337857,0.002185646,0.3631159,0.00007656604,0.0007026441,0.00003295875,0.000008573687,0.00002107867,0.00007089761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619792,"threshold_uncertainty_score":0.9978203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7765958599429114,"score_gpt":0.6861825735747129,"score_spread":0.09041328636819845,"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."}}