{"id":"W2396076967","doi":"","title":"Challenges for healthcare providers in treating women with psychiatric disorders during pregnancy.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Psychiatry; Pregnancy; Medicine; Mental illness; Mental health; Health care; Affect (linguistics); Maternity care; Psychology","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":[0.01466886,0.0005723545,0.0007889775,0.0008723464,0.009816647,0.00551786,0.002345981,0.01004741,0.01531815],"category_scores_gemma":[0.05650607,0.000853636,0.001026243,0.0008014182,0.003567052,0.004848337,0.007316123,0.01071502,0.004687385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260728,"about_ca_system_score_gemma":0.01292984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139803,"about_ca_topic_score_gemma":0.02629175,"domain_scores_codex":[0.9829266,0.01060075,0.001240223,0.0005874995,0.002744463,0.00190059],"domain_scores_gemma":[0.9508928,0.01766972,0.00519478,0.001142469,0.008551585,0.01654861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002497905,0.0006758994,0.02668863,0.002075628,0.000245024,0.02297889,0.04890686,0.0006263096,0.001350398,0.007939813,0.5191614,0.3691014],"study_design_scores_gemma":[0.0002565544,0.0008318954,0.03362807,0.01406692,0.0003051419,0.05346826,0.2183756,0.0009776021,0.0005978065,0.03730096,0.6397667,0.0004245232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01271406,0.02414328,0.003340405,0.9227638,0.006012291,0.0002088288,0.00008886454,0.0001594605,0.03056889],"genre_scores_gemma":[0.294232,0.112326,0.0626369,0.4975467,0.01378764,0.001417911,0.0003304392,0.0002507328,0.01747162],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01531815,"threshold_uncertainty_score":0.07757723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03241051140458554,"score_gpt":0.2768826154794777,"score_spread":0.2444721040748922,"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."}}