{"id":"W4281676697","doi":"10.1016/j.neubiorev.2022.104723","title":"Efficacy on sleep parameters and tolerability of melatonin in individuals with sleep or mental disorders: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Sleep and related disorders","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Tolerability; Melatonin; Sleep onset latency; Polysomnography; Meta-analysis; Placebo; Sleep (system call); Randomized controlled trial; Psychiatry; Psychology; Medicine; Sleep disorder; Clinical psychology; Insomnia; Internal medicine; Adverse effect; Electroencephalography; Alternative medicine","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":[0.01290032,0.00257986,0.0154601,0.005282564,0.0005405487,0.002680051,0.001567194,0.001796701,0.002739402],"category_scores_gemma":[0.0300831,0.001258934,0.02764874,0.005124723,0.0006185347,0.001403515,0.001336771,0.001341893,0.0002373414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384197,"about_ca_system_score_gemma":0.003547518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951826,"about_ca_topic_score_gemma":0.01346261,"domain_scores_codex":[0.9924769,0.00341127,0.002477688,0.0006739701,0.0007310883,0.0002290978],"domain_scores_gemma":[0.986284,0.01008436,0.002113386,0.0004250794,0.0009454105,0.0001477421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001582368,0.00002869905,0.002443126,0.5667163,0.4097726,0.0001006016,0.00008472842,0.0003499439,0.0002989942,0.0001224373,0.0005743969,0.01792593],"study_design_scores_gemma":[0.0006270378,0.0002929392,0.003279614,0.04382236,0.9494497,0.0001015903,0.00003994319,0.0001286867,0.0001497585,0.0001443914,0.001944356,0.00001961461],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003172297,0.9954844,0.0003257766,0.000115849,0.00009974027,0.0003087193,0.0003024895,0.00001667748,0.000174105],"genre_scores_gemma":[0.1193265,0.8747486,0.002416771,0.0006857169,0.0002503682,0.001602736,0.0006657224,0.00002277257,0.000280695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0154601,"threshold_uncertainty_score":0.06822425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771513293541941,"score_gpt":0.4158054697969276,"score_spread":0.2386541404427335,"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."}}