{"id":"W4224092737","doi":"10.1007/s00737-022-01226-8","title":"Insomnia evaluation and treatment during peripartum: a joint position paper from the European Insomnia Network task force “Sleep and Women,” the Italian Marcè Society and international experts task force for perinatal mental health","year":2022,"lang":"en","type":"review","venue":"Archives of Women s Mental Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Università degli Studi di Ferrara","keywords":"Insomnia; Task force; Task (project management); Position (finance); Position paper; Joint (building); Mental health; Sleep (system call); Physical medicine and rehabilitation; Medicine; Physical therapy; Psychology; Psychiatry; Political science; Computer science; Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05376583,0.001926978,0.005638552,0.007810019,0.00157644,0.00387434,0.00237038,0.004836356,0.002887101],"category_scores_gemma":[0.0632346,0.001342493,0.006891106,0.006424796,0.001276489,0.004058647,0.003834693,0.004924711,0.0009922486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0085377,"about_ca_system_score_gemma":0.04160085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559723,"about_ca_topic_score_gemma":0.03185022,"domain_scores_codex":[0.9771351,0.009361464,0.007997604,0.001124973,0.003624462,0.0007563621],"domain_scores_gemma":[0.9429414,0.03017666,0.01068058,0.0007741839,0.01371208,0.001715085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001020188,0.0002017684,0.002264111,0.3112467,0.003216357,0.0002961157,0.001444451,0.0002138943,0.0007624535,0.001497688,0.2386221,0.4392143],"study_design_scores_gemma":[0.00154962,0.0005386218,0.009039249,0.666639,0.008676131,0.0004899875,0.0006882172,0.0001921507,0.0005430884,0.001257991,0.3102497,0.0001362998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000414836,0.9690582,0.0003292791,0.02053378,0.007871052,0.0008720973,0.0003105348,0.000007481551,0.0006028509],"genre_scores_gemma":[0.003635047,0.9715163,0.002760529,0.01146889,0.005724456,0.003003458,0.000794001,0.00001905211,0.001078288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05376583,"threshold_uncertainty_score":0.2843442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996690785480121,"score_gpt":0.3305367661464499,"score_spread":0.3005698582916487,"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."}}