{"id":"W4288000350","doi":"10.5281/zenodo.4442920","title":"Awareness Regarding Postpartum Depression amongst the Antenatal Patients of Gynae Wards of Allied Hospitals","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Postpartum depression; Obstetrics; Family medicine; Medicine; Psychology; Psychiatry; Pregnancy; Economics","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":[0.0002943422,0.0001181898,0.0001827886,0.0005311974,0.0008551992,0.00056737,0.0002864512,0.0003580209,0.005639934],"category_scores_gemma":[0.001896953,0.0001886727,0.0001763408,0.000679329,0.0002217623,0.0003908419,0.0003834592,0.0006867704,0.0002810854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006026938,"about_ca_system_score_gemma":0.0009511214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736463,"about_ca_topic_score_gemma":0.02089638,"domain_scores_codex":[0.9996623,0.00005800882,0.00004526754,0.0000329172,0.00008889804,0.0001125912],"domain_scores_gemma":[0.9987209,0.0002034955,0.0005398412,0.00002852811,0.0001382266,0.0003689443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003330039,0.00008563073,0.9923626,0.00005034912,0.000009099592,0.0005850188,0.002102888,0.000008076475,0.0001861672,0.00003695369,0.0008456545,0.003694326],"study_design_scores_gemma":[0.000004185841,0.0001146526,0.9875559,0.000080766,0.00001006129,0.0008192658,0.0104261,0.00003750405,0.00004233585,0.00001899144,0.0008839498,0.000006128537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975344,0.000468622,0.00001424061,0.0005611481,0.00002574503,0.00001423123,0.0001675388,0.000001687691,0.001212309],"genre_scores_gemma":[0.9987583,0.0004850899,0.00001985509,0.0002455421,0.00001730834,0.000008577194,0.00005545408,5.849849e-7,0.0004091881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736463,"threshold_uncertainty_score":0.03452712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429841389813035,"score_gpt":0.2353824657754179,"score_spread":0.2210840518772875,"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."}}