{"id":"W4308560422","doi":"10.1093/sleepadvances/zpac029.114","title":"P041 Poor Sleep and Mental Health Issues Among First Nations Peoples","year":2022,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Insomnia; Medicine; Psychiatry; Depression (economics); Indigenous; Bedtime; Clinical psychology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004673494,0.0001765831,0.000283156,0.0002247825,0.007837918,0.0000117606,0.0001914382,0.00004941101,0.001131328],"category_scores_gemma":[0.0003851564,0.0001614224,0.00005548705,0.0004092447,0.0001026439,0.000301577,0.0002473185,0.0003977531,0.00005450232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423064,"about_ca_system_score_gemma":0.0005473847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005018824,"about_ca_topic_score_gemma":0.008180744,"domain_scores_codex":[0.997451,0.0005312531,0.0005415273,0.0003737483,0.0004076768,0.0006947928],"domain_scores_gemma":[0.9981567,0.0007936264,0.0003103184,0.0001959456,0.00005101469,0.000492404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001053739,0.0002653778,0.9348647,0.001802591,0.0000322669,0.000008409785,0.005944436,0.0001742843,0.000003536525,0.00139925,0.04260403,0.01279572],"study_design_scores_gemma":[0.0009153874,0.0002204621,0.07944407,0.00005799861,0.00001294829,0.000001699047,0.01849569,0.0001379504,0.000001401223,0.0001814027,0.9003254,0.0002056444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493724,0.1139972,0.00005171034,0.02585073,0.002351374,0.002373521,0.001267461,0.0003728142,0.004362748],"genre_scores_gemma":[0.9760839,0.01458161,0.0003068727,0.005980717,0.0007544338,0.0009219558,0.0001660752,0.00003493081,0.001169486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577213,"threshold_uncertainty_score":0.9997818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806633047297147,"score_gpt":0.3767986246948508,"score_spread":0.3587322942218794,"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."}}