{"id":"W2598076472","doi":"10.11575/prism/26561","title":"Insomnia Treatment Preferences of Expectant Couples","year":2016,"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":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Insomnia; Psychology; Obstetrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002084187,0.00007939088,0.0001783701,0.0002111412,0.0005483397,0.0006784556,0.0001014396,0.0002669356,0.003283941],"category_scores_gemma":[0.007125125,0.0001309218,0.0002133999,0.000212604,0.0002539745,0.0003225595,0.0003718829,0.0004425116,0.0001537667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846583,"about_ca_system_score_gemma":0.0003889726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174946,"about_ca_topic_score_gemma":0.003478405,"domain_scores_codex":[0.9992174,0.0004461211,0.00006824741,0.00004035474,0.0001608005,0.0000670904],"domain_scores_gemma":[0.9978808,0.001008083,0.0006656583,0.00004813907,0.0001344097,0.0002629198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001254499,0.0007127622,0.8685413,0.0002535504,0.0001817211,0.001299441,0.0341284,0.0001862923,0.002578334,0.0004946269,0.001366898,0.08900214],"study_design_scores_gemma":[0.0001537631,0.001803467,0.9333579,0.0001491831,0.0001094098,0.003849285,0.05305044,0.0006471105,0.0008335811,0.0004773323,0.005521746,0.00004679381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981735,0.0002685785,0.00007595302,0.0002321349,0.000007267216,0.00001186176,0.0000287611,9.649904e-7,0.001200929],"genre_scores_gemma":[0.9990155,0.0002460911,0.0001515008,0.0002381946,0.000007323007,0.0000142421,0.00002363668,7.304638e-7,0.0003027951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003283941,"threshold_uncertainty_score":0.01102233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847671755908742,"score_gpt":0.2543236198855262,"score_spread":0.2358469023264387,"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."}}