{"id":"W7066081497","doi":"","title":"Frequency of seasonal affective disorder among individuals seeking treatment at a northern Canadian mental health centre","year":2007,"lang":"en","type":"article","venue":"Open ULeth Scholarship (OPUS) (University of Lethbridge)","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Mood; Affect (linguistics); Prevalence; Public health; Mood disorders; Statistical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001066978,0.0003007416,0.0005279655,0.0003501218,0.0009870374,0.00006437341,0.0008131862,0.0001768135,0.0003520188],"category_scores_gemma":[0.0001100998,0.0003577495,0.0002091246,0.0005925721,0.0003901875,0.0009674917,0.0003047658,0.0003717805,0.00008311453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016498,"about_ca_system_score_gemma":0.0008287548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2629903,"about_ca_topic_score_gemma":0.6587437,"domain_scores_codex":[0.9972087,0.000433451,0.0002833515,0.0007093796,0.0005289135,0.0008362647],"domain_scores_gemma":[0.9979744,0.0002213264,0.00046029,0.0004450001,0.00009362968,0.0008053355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007021871,0.0002064586,0.9682376,0.00003407181,0.00006321485,0.0001548405,0.009946949,0.000008476304,0.0105957,0.00161918,0.0001637641,0.008899554],"study_design_scores_gemma":[0.002598423,0.0002308157,0.9639149,0.0002087054,0.00004515856,0.00004513737,0.003107355,0.00002402476,0.02175844,0.00005879751,0.007589729,0.0004185144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910293,0.0002463435,0.00006166121,0.002063289,0.0001731637,0.001170023,0.0009381296,0.00002745155,0.004290683],"genre_scores_gemma":[0.996931,0.00006983714,0.0004412358,0.0003092975,0.0000276827,8.089318e-7,0.000071378,0.00003187752,0.002116938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957533,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338353375038256,"score_gpt":0.2573966198155444,"score_spread":0.2340130860651619,"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."}}