{"id":"W3014185743","doi":"10.1176/appi.pn.2020.4a12","title":"Journal Digest: Pregnancy and Cannabis; Apathy and Psychosis; Community Treatment Orders and Readmission; NIHTB-CB and Intellectual Disability; Varenicline lower Cardiovascular and Psychiatric Hospitalization; Online Mindfulness and Depression","year":2020,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Apathy; Depression (economics); Cannabis; Medicine; Mindfulness; Suicidal ideation; Pregnancy; Psychology; Clinical psychology; Suicide prevention; Poison control; Cognition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002490554,0.0004382912,0.0007101006,0.000131984,0.000705292,0.0001064862,0.00008091029,0.0001829374,0.00002072583],"category_scores_gemma":[0.0002102225,0.0003320824,0.00007889091,0.0003484289,0.0002724701,0.0001993614,0.0001587289,0.0005035553,5.477002e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253896,"about_ca_system_score_gemma":0.00007052873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008443374,"about_ca_topic_score_gemma":0.0001839048,"domain_scores_codex":[0.9977955,0.000324529,0.0006050305,0.0006332163,0.0002740881,0.0003676815],"domain_scores_gemma":[0.9981821,0.0001582506,0.0001887372,0.0003687588,0.00008254658,0.001019568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001725979,0.0009673166,0.8305114,0.003986023,0.000271274,0.00002949081,0.004839386,0.000002169825,0.000007924009,0.00001776393,0.0005394475,0.1571019],"study_design_scores_gemma":[0.02670704,0.01222312,0.9265727,0.005988764,0.002721354,0.003404179,0.004468505,0.0009237559,0.000288899,0.001321043,0.01384991,0.001530722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817065,0.1117562,0.0001877175,0.004883942,0.000378029,0.0009493091,0.00005154081,0.00004027959,0.00004647832],"genre_scores_gemma":[0.9695077,0.02850858,0.00096173,0.0005464219,0.0002925213,0.000047,0.00003166702,0.00004513013,0.00005925496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1555711,"threshold_uncertainty_score":0.9999131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394962302717336,"score_gpt":0.2879673934255257,"score_spread":0.2640177703983524,"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."}}