{"id":"W4392902247","doi":"10.46747/cfp.7003176","title":"Treatment of chronic insomnia in adults","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Sleep and related disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Insomnia; Chronic insomnia; Medicine; Cognition; Psychiatry; Clinical psychology; Psychology; Sleep disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001651692,0.0001266005,0.0001547998,0.0003324029,0.00002330239,0.000009900316,0.00009125123,0.0001152594,0.00003812579],"category_scores_gemma":[7.002586e-7,0.0001166357,0.00008032234,0.0004503167,0.00005922472,0.0000374538,0.000002984005,0.00009016973,0.0007316508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005117836,"about_ca_system_score_gemma":0.0003603136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1016224,"about_ca_topic_score_gemma":0.08351206,"domain_scores_codex":[0.9991704,0.00002774792,0.0001533171,0.0002477762,0.00005328324,0.0003474967],"domain_scores_gemma":[0.9995806,0.0000227153,0.00001701756,0.000225084,0.00001096161,0.0001436519],"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":[0.00003167256,0.0003418142,0.0003911284,0.00004620579,0.0004344734,0.0004922791,0.004424323,0.00005190377,0.0002818386,0.01539168,0.01351714,0.9645956],"study_design_scores_gemma":[0.004868407,0.001459098,0.04002095,0.0006004255,0.0001622142,0.000003082638,0.006346955,0.001229299,0.0001482242,0.00142829,0.9430922,0.0006408035],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4988531,0.02864288,0.00000200793,0.0002812312,0.001302196,0.0002501413,0.0000639758,0.00004051988,0.4705639],"genre_scores_gemma":[0.9973229,0.0001904218,0.000002674712,0.00153068,0.0001541468,0.00003776393,0.00003019509,0.00002675503,0.0007044235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9639547,"threshold_uncertainty_score":0.9404135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062028891529522,"score_gpt":0.2518149435081076,"score_spread":0.2411946545928123,"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."}}