{"id":"W6888969157","doi":"10.25384/sage.19729364","title":"sj-docx-1-cpa-10.1177_07067437221097903 - Supplemental material for Blue-Light Therapy for Seasonal and Non-Seasonal Depression: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Randomized controlled trial; Systematic review; MEDLINE; Clinical trial; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003948224,0.001988101,0.003588458,0.006959339,0.0007777706,0.004798529,0.003165157,0.002710732,0.9102003],"category_scores_gemma":[0.06583919,0.001985512,0.00352222,0.01195851,0.0006225743,0.004891197,0.002729361,0.002066767,0.2190988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002923663,"about_ca_system_score_gemma":0.006965009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068606,"about_ca_topic_score_gemma":0.02793902,"domain_scores_codex":[0.9976045,0.0004300218,0.00075338,0.0003255446,0.0006436563,0.0002429635],"domain_scores_gemma":[0.9528646,0.03189097,0.005324445,0.001220256,0.00755852,0.001141213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004827556,0.00005467878,0.0006378387,0.1067555,0.0003765546,0.00004822993,0.00007021973,0.0001910774,0.0001534424,0.000901092,0.8787251,0.01160362],"study_design_scores_gemma":[0.02003328,0.0003908502,0.01520103,0.06612799,0.002291795,0.0004307281,0.0005445841,0.001232993,0.0007596046,0.009078384,0.8836161,0.0002926936],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.000230388,0.0009683201,0.0003634657,0.000947094,0.0003923906,0.001147617,0.991523,0.0007487416,0.003678948],"genre_scores_gemma":[0.01047631,0.006509462,0.0142541,0.008501553,0.001843924,0.03293027,0.8453551,0.003355913,0.07677338],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9102003,"threshold_uncertainty_score":0.1280884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09833085759315369,"score_gpt":0.3629053377368551,"score_spread":0.2645744801437014,"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."}}