{"id":"W2793287219","doi":"10.1017/s1092852917000852","title":"Between a rock-a-bye and a hard place: mood disorders during the peripartum period","year":2017,"lang":"en","type":"review","venue":"CNS Spectrums","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Stanley Medical Research Institute","keywords":"Bipolar disorder; Mood disorders; Exacerbation; Psychiatry; Pregnancy; Medicine; Mood; Postpartum period; Childbirth; Depression (economics); Major depressive disorder; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486559,0.0005765914,0.0007962396,0.002288974,0.0003682962,0.0009060001,0.0005496777,0.0009087676,0.003016961],"category_scores_gemma":[0.001180464,0.0001744716,0.0005808671,0.001899623,0.0003806921,0.0009994821,0.0006318505,0.001117547,0.0009993084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005132178,"about_ca_system_score_gemma":0.001552265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293636,"about_ca_topic_score_gemma":0.004202982,"domain_scores_codex":[0.9997841,0.00004795671,0.00005354336,0.00003188293,0.0000622206,0.00002040601],"domain_scores_gemma":[0.9995804,0.0002192552,0.00007689921,0.00001046529,0.00008691471,0.00002611194],"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":[0.00005541158,0.00004372928,0.0006761762,0.02877145,0.0001137063,0.0004072019,0.0002133756,0.000146177,0.000452147,0.001992813,0.02534091,0.9417868],"study_design_scores_gemma":[0.00001788236,0.00008814959,0.004890988,0.02999801,0.0003236285,0.008331355,0.0003963883,0.00008740074,0.0003247804,0.002194159,0.9533209,0.00002628529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001722394,0.9983218,0.00005226211,0.0003389325,0.0001563503,0.000004316063,0.00002054024,0.00000538001,0.0009282159],"genre_scores_gemma":[0.0009419692,0.9984344,0.00008181234,0.0001644908,0.0001003591,0.000004318399,0.00002406171,0.000001041334,0.0002475665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003016961,"threshold_uncertainty_score":0.01009268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0518341816329782,"score_gpt":0.3521878801974314,"score_spread":0.3003536985644532,"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."}}