{"id":"W2947814873","doi":"10.2196/13302","title":"Weekly, Seasonal, and Geographic Patterns in Health Contemplations About Sundown Syndrome: An Ecological Correlational Study","year":2019,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Etiology; Gerontology; Dementia; Circadian rhythm; Ecology; Demography; Medicine; Psychology; Biology; Psychiatry; Internal medicine; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003736251,0.0001396562,0.0002289,0.0002450768,0.0001367171,0.00003855112,0.0001043867,0.00012674,0.001650004],"category_scores_gemma":[0.000007285164,0.0001273869,0.00004061479,0.0002407922,0.0000462927,0.0001286724,0.00003763481,0.0003884067,0.0001260947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003202961,"about_ca_system_score_gemma":0.00003092621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007592188,"about_ca_topic_score_gemma":0.0005189828,"domain_scores_codex":[0.9985149,0.0002874666,0.0003144639,0.0004032914,0.000153997,0.0003258883],"domain_scores_gemma":[0.9993754,0.0001733992,0.0001019017,0.0002052881,0.00002235495,0.0001216389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001957195,0.001241819,0.9934792,0.00001059572,0.00008807616,0.00003682408,0.002584996,0.000131924,7.194134e-7,0.001165384,0.0001759964,0.001064906],"study_design_scores_gemma":[0.00278917,0.0004593824,0.9897014,0.00004400013,0.00001162748,0.00005453012,0.005529224,0.0006641126,1.248906e-8,0.0001418444,0.0004572542,0.000147394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950518,0.0005089517,0.00004092147,0.0008495707,0.0004980252,0.001113288,0.00001333856,0.00007301205,0.00185109],"genre_scores_gemma":[0.9987734,0.00001912272,0.00001230615,0.0003955186,0.00002288142,0.0001181439,0.00005453974,0.00001596024,0.0005881069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00377774,"threshold_uncertainty_score":0.9992626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013760610804011,"score_gpt":0.3315459098369988,"score_spread":0.3114083037289587,"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."}}