{"id":"W4390344113","doi":"10.21203/rs.3.rs-3792080/v1","title":"Perinatal anxiety disorders screening study: A study protocol","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Anxiety; Protocol (science); Psychology; Medicine; Psychiatry; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01270672,0.003294438,0.003835416,0.003901755,0.003811042,0.002159491,0.002376601,0.001967715,0.06533369],"category_scores_gemma":[0.01196914,0.003609357,0.002222165,0.004073587,0.001330027,0.001742435,0.002850255,0.002618877,0.02406395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564704,"about_ca_system_score_gemma":0.01356907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00641114,"about_ca_topic_score_gemma":0.009197804,"domain_scores_codex":[0.9935333,0.002813409,0.001739643,0.000631323,0.0006350173,0.0006473091],"domain_scores_gemma":[0.9924292,0.00234255,0.0007913843,0.0013493,0.001965887,0.001121688],"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":[0.2470964,0.05204853,0.1051973,0.02602849,0.002103338,0.005346543,0.008025158,0.006535651,0.008412798,0.01521109,0.2613639,0.2626307],"study_design_scores_gemma":[0.2392604,0.03948555,0.2649652,0.0078439,0.001953284,0.001998333,0.005607624,0.003992284,0.004022845,0.008063185,0.4221203,0.0006870967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0138713,0.0003463403,0.004114926,0.0002487288,0.0001598434,0.9546573,0.0209856,0.0001212619,0.005494805],"genre_scores_gemma":[0.006095533,0.0004696176,0.005435079,0.00027457,0.00007067915,0.9782891,0.006757614,0.00002789737,0.002579839],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06533369,"threshold_uncertainty_score":0.218563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445034998573429,"score_gpt":0.5027062842398176,"score_spread":0.3582027843824747,"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."}}