{"id":"W2059106049","doi":"10.1186/1471-2393-14-67","title":"Public views of acceptability of perinatal mental health screening and treatment preference: a population based survey","year":2014,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Mental health; Population; Public health; Context (archaeology); Reproductive medicine; Family medicine; Psychiatry; Pregnancy; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001464073,0.0001390666,0.0002055518,0.0006065493,0.0005361644,0.0007251968,0.0003427284,0.0006138445,0.001312509],"category_scores_gemma":[0.003908009,0.0003237064,0.0003757451,0.0009775474,0.0004306776,0.0006351365,0.0006594716,0.0008369743,0.0002828613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008347474,"about_ca_system_score_gemma":0.0007593405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06324826,"about_ca_topic_score_gemma":0.05345821,"domain_scores_codex":[0.9987558,0.0005128211,0.0001125492,0.00009231396,0.0003124317,0.000214152],"domain_scores_gemma":[0.9979057,0.0004455506,0.0007811495,0.00009104353,0.0003860141,0.0003904496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000431417,0.00011393,0.9931223,0.00002540069,0.00002688106,0.00008720999,0.00315322,0.0000256152,0.0001489607,0.00001833286,0.0003459375,0.00288912],"study_design_scores_gemma":[0.000005271837,0.0001613501,0.9936705,0.00001507562,0.00001037988,0.0001204445,0.005623711,0.00007752259,0.00003584408,0.00001007481,0.0002635613,0.000006138905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984283,0.00005443087,0.00003685496,0.000176443,0.000003060959,0.00002649313,0.0005719242,0.000002107969,0.0007003557],"genre_scores_gemma":[0.9992595,0.0001072335,0.00005130509,0.0001325951,0.000003901312,0.00002737592,0.0002290259,9.708466e-7,0.0001880629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06324826,"threshold_uncertainty_score":0.1257603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118623348520969,"score_gpt":0.3227862599357627,"score_spread":0.2109239250836659,"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."}}