{"id":"W2133891065","doi":"10.1038/oby.2007.208","title":"Moderate Exercise and Bright Light Treatment in Overweight and Obese Individuals","year":2007,"lang":"en","type":"article","venue":"Obesity","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Overweight; Medicine; Mood; Obesity; Weight loss; Light therapy; Classification of obesity; Body mass index; Physical therapy; Statistical significance; Internal medicine; Fat mass; Endocrinology; 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":[0.0005679314,0.0002181021,0.0004595678,0.0002498554,0.0004761004,0.0001886769,0.0001589733,0.0003215423,0.003087167],"category_scores_gemma":[0.0008156061,0.0001448622,0.0003764313,0.0001476165,0.0002797553,0.0001430239,0.0002722919,0.0004315889,0.0002048568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145262,"about_ca_system_score_gemma":0.0002968976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005263278,"about_ca_topic_score_gemma":0.001552574,"domain_scores_codex":[0.9997061,0.000137533,0.00002457748,0.00003096714,0.00005207738,0.00004875896],"domain_scores_gemma":[0.9996131,0.0001016598,0.00009000175,0.00001766651,0.00001621009,0.000161393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3399078,0.1145583,0.106958,0.002078701,0.001159499,0.0003450594,0.0007426753,0.0005970387,0.07505513,0.0002238716,0.001118608,0.3572554],"study_design_scores_gemma":[0.02750501,0.4699421,0.488807,0.0002246407,0.0007260825,0.0003664059,0.0004325448,0.0007744071,0.008104444,0.0001975442,0.002887282,0.00003271701],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987902,0.0005088049,0.0001384496,0.00006101721,0.00002072101,0.0000926751,0.00002000934,0.000006216938,0.0003619274],"genre_scores_gemma":[0.9971399,0.0006109241,0.000925244,0.0001496179,0.000064814,0.0002881173,0.00006725836,0.000002815324,0.0007512392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003087167,"threshold_uncertainty_score":0.01032758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047628707364919,"score_gpt":0.2799264967925564,"score_spread":0.2694502097189073,"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."}}