{"id":"W4417465761","doi":"10.1016/j.jad.2025.120910","title":"The Ottawa sunglasses at night study: A randomized controlled trial of blue-blocking glasses for mania","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation","keywords":"Mania; Randomized controlled trial; Intervention (counseling); Bipolar disorder; Poison control; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001333952,0.001806796,0.004594585,0.0004508856,0.001117968,0.001302626,0.001374943,0.001942127,0.01036108],"category_scores_gemma":[0.001845682,0.001034179,0.002370539,0.0005690622,0.002004407,0.001162603,0.0005552036,0.004150004,0.0009634619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457932,"about_ca_system_score_gemma":0.003239504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776034,"about_ca_topic_score_gemma":0.07407638,"domain_scores_codex":[0.9990546,0.000435007,0.00006322857,0.0001700029,0.00006452065,0.0002125423],"domain_scores_gemma":[0.9988422,0.0002882887,0.0002551029,0.00008760193,0.00008441017,0.0004424768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9888736,0.003133231,0.0005247238,0.0004637235,0.000845377,0.00002023914,0.00004242583,0.00006908678,0.0006588046,0.0000737468,0.0006224346,0.004672654],"study_design_scores_gemma":[0.9777674,0.01776041,0.002876183,0.0000392609,0.0009125168,0.000009895178,0.00005699943,0.0001187762,0.00007592545,0.00005836215,0.0003054595,0.00001889004],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837613,0.007132195,0.0003118632,0.001190084,0.001076055,0.002528057,0.001142248,0.00009841073,0.002759797],"genre_scores_gemma":[0.9880668,0.003555273,0.0009179467,0.001072638,0.0005644739,0.001949305,0.0005334743,0.00001864137,0.003321553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02776034,"threshold_uncertainty_score":0.05519748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008557774886864858,"score_gpt":0.2847547198856839,"score_spread":0.276196944998819,"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."}}