{"id":"W4386375469","doi":"10.21203/rs.3.rs-3230563/v1","title":"Awareness, Attitudes, and Help-Seeking Intention Towards Perinatal Depression Among Women from Different Ethnic Groups in Western Rural China","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; China Medical Board","keywords":"Ethnic group; Depression (economics); China; Childbirth; Mental health; Logistic regression; Interpersonal communication; Help-seeking; Medicine; Quarter (Canadian coin); Demography; Psychology; Psychiatry; Clinical psychology; Pregnancy; Social psychology; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000483466,0.0001943432,0.0001643226,0.0004668161,0.0004106469,0.000302136,0.000206269,0.0002402669,0.001465813],"category_scores_gemma":[0.001264021,0.0001821766,0.0002807466,0.0005951072,0.0002058839,0.0002856726,0.0003087749,0.0002350751,0.0001186193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645933,"about_ca_system_score_gemma":0.0005412019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03554421,"about_ca_topic_score_gemma":0.03567057,"domain_scores_codex":[0.9998202,0.00003990534,0.00002781605,0.00003242723,0.00003493252,0.00004478962],"domain_scores_gemma":[0.9994494,0.00009347823,0.000207587,0.00002091251,0.00006447959,0.0001642194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001979002,0.00003151075,0.99742,0.0000156303,0.00001395418,0.00005728694,0.000775567,0.00001835401,0.000106863,0.000016017,0.00009932223,0.001425701],"study_design_scores_gemma":[0.000003044996,0.00003327236,0.9986934,0.000009653453,0.000008010346,0.00003060234,0.001057571,0.00007326754,0.00001527343,0.000009356045,0.00006455524,0.000002025897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996042,0.00005274983,0.000008332826,0.00006293082,0.000002006408,0.000005384265,0.00005854715,4.207548e-7,0.0002055513],"genre_scores_gemma":[0.9996093,0.0000815371,0.00001642252,0.0000395343,0.000003071215,0.00001061619,0.00007419982,2.78543e-7,0.0001651042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03554421,"threshold_uncertainty_score":0.07067466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08279024870019197,"score_gpt":0.4200994249590874,"score_spread":0.3373091762588954,"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."}}