{"id":"W2982232793","doi":"10.29173/aar91","title":"Paternal Treatment Barriers Predictability of Preference for Types of Postpartum Depression Treatment","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Multinomial logistic regression; Depression (economics); Preference; Medicine; Logistic regression; Mental health; Pharmacotherapy; Clinical psychology; Postpartum depression; Ethnic group; Family medicine; Psychiatry; Psychology; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973358,0.0002032485,0.0008065034,0.00003259785,0.00002294703,0.000001164788,0.0001162696,0.0001285815,0.0004350795],"category_scores_gemma":[0.0001020185,0.0001274377,0.0002043574,0.00006298503,0.00004275424,0.00006298951,0.0000261103,0.00009972278,0.00002568727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192487,"about_ca_system_score_gemma":0.0001618255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501755,"about_ca_topic_score_gemma":0.00001153193,"domain_scores_codex":[0.9984598,0.0000817457,0.0007343747,0.0003019338,0.0001827414,0.0002394635],"domain_scores_gemma":[0.9986721,0.000285464,0.0003571583,0.0004145328,0.00006511504,0.0002056287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001022621,0.000163506,0.9322769,0.05399274,0.0001277457,6.83424e-7,0.0003067338,0.000001008132,0.0007223611,0.00008092802,0.00005967602,0.01124512],"study_design_scores_gemma":[0.009495388,0.01645701,0.3175249,0.3162917,0.002445963,0.0001318556,0.00003683528,0.0001768348,0.2821323,0.0003299608,0.0543731,0.000604151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049079,0.09023348,0.00000478171,0.0005228187,0.0002090036,0.003301033,0.00007274337,0.00001044053,0.0007378006],"genre_scores_gemma":[0.8565288,0.1402513,0.00007511581,0.0002110364,0.00003462472,0.0002317672,0.00004452339,0.00001486703,0.002607975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6147519,"threshold_uncertainty_score":0.519676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364968504418259,"score_gpt":0.3409206207977389,"score_spread":0.2972709357535563,"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."}}