{"id":"W1552828761","doi":"10.1002/9781118133880.hop209014","title":"Nature and Treatment of Insomnia","year":2012,"lang":"en","type":"other","venue":"Handbook of Psychology, Second Edition","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Insomnia; Mental health; Psychiatry; Depression (economics); Comorbidity; Sleep (system call); Epidemiology; Psychology; Sleep disorder; Medicine; Clinical psychology","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":[0.0006389228,0.0003949661,0.000504409,0.001004169,0.0004843375,0.0006890518,0.0006181384,0.0007801507,0.004098857],"category_scores_gemma":[0.00107083,0.0001621814,0.0007216625,0.0007156808,0.0003979674,0.0005752822,0.0006895714,0.001401033,0.001298996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007780244,"about_ca_system_score_gemma":0.001100287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223585,"about_ca_topic_score_gemma":0.005044913,"domain_scores_codex":[0.999554,0.0001044061,0.00006239201,0.00004685949,0.0001981009,0.00003418878],"domain_scores_gemma":[0.9997966,0.00005829803,0.00004846471,0.00001040945,0.00006530795,0.00002092759],"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":[0.0001860703,0.000172225,0.0009822904,0.006986905,0.00006869287,0.0003135826,0.0002768774,0.0001876284,0.002213794,0.005552326,0.04073575,0.9423238],"study_design_scores_gemma":[0.0002091111,0.0007128831,0.02089608,0.01234849,0.000182688,0.007162837,0.0003760715,0.0004285784,0.00140233,0.008841537,0.9473996,0.0000397582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003287074,0.9495268,0.002376936,0.008142984,0.001617178,0.0001376797,0.0002870561,0.0001047732,0.03451953],"genre_scores_gemma":[0.02795459,0.942098,0.005641797,0.004979075,0.002618183,0.0002823679,0.0004422842,0.00003174412,0.01595209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004098857,"threshold_uncertainty_score":0.01371205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351058725994108,"score_gpt":0.3125034253853479,"score_spread":0.2989928381254068,"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."}}