{"id":"W3048691014","doi":"10.11575/prism/38064","title":"Trajectories of Paternal Postpartum Depression","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postpartum depression; Depression (economics); Psychology; Developmental psychology; Medicine; Clinical psychology; Pregnancy; Biology; Genetics; Economics; Keynesian 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":[0.0007531099,0.0001668961,0.0001769892,0.0005263491,0.001166752,0.0008160885,0.0005861731,0.0002358065,0.001414984],"category_scores_gemma":[0.002915351,0.0002281083,0.0002618446,0.0008197192,0.0003001175,0.0002890608,0.0007509052,0.0005221051,0.0001079537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197816,"about_ca_system_score_gemma":0.004080451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6692293,"about_ca_topic_score_gemma":0.749859,"domain_scores_codex":[0.9996151,0.00007398515,0.0000155926,0.00005509847,0.0001071018,0.0001331154],"domain_scores_gemma":[0.9991535,0.0001000792,0.0002208323,0.00004196573,0.0002615509,0.0002220626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008062197,0.00002601401,0.9854065,0.00001259163,0.00002145815,0.00008674346,0.00272161,0.000240461,0.0001590841,0.000274336,0.0003396312,0.01063096],"study_design_scores_gemma":[0.000002134941,0.00003224058,0.9969933,0.0000166332,0.000007366528,0.0001078448,0.001780693,0.0004886946,0.00004267026,0.00009684961,0.0004253261,0.000006095772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975197,0.0002522294,0.0003363595,0.0001820177,0.000003217892,0.00002074421,0.0005755482,0.000006858816,0.001103264],"genre_scores_gemma":[0.9984629,0.0002659428,0.0003295843,0.00001967106,9.567195e-7,0.000009005124,0.0004151623,0.00000169167,0.0004951727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6692293,"threshold_uncertainty_score":0.6654374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263365962927114,"score_gpt":0.2416483408289499,"score_spread":0.2290146811996788,"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."}}