{"id":"W2521388277","doi":"10.9778/cmajo.20160005","title":"Design, methods and demographics from phase I of Alberta's Tomorrow Project cohort: a prospective cohort profile","year":2016,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; University of Alberta; Alberta Health Services","funders":"University of Calgary","keywords":"Demographics; Cohort; Prospective cohort study; Phase (matter); Medicine; Demography; Internal medicine; Sociology; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001962179,0.0002372132,0.0004031926,0.00005458805,0.0001583131,0.00004774997,0.0004651857,0.0001093617,0.002425699],"category_scores_gemma":[0.0003990639,0.0001717443,0.00004453979,0.000293139,0.0005355874,0.0005671766,0.0007187458,0.0001458085,0.0001337079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857931,"about_ca_system_score_gemma":0.00006307255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01577541,"about_ca_topic_score_gemma":0.0008960825,"domain_scores_codex":[0.9973294,0.0006605666,0.0003720835,0.0009341835,0.000306442,0.0003973056],"domain_scores_gemma":[0.9982794,0.0007636987,0.0002390753,0.0005270515,0.00001506263,0.0001756946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133137,0.0002186161,0.8834872,0.000007544281,0.00009116478,0.000006644087,0.0009059066,0.000001508233,0.0471934,0.0000242656,0.0005330018,0.06739762],"study_design_scores_gemma":[0.003028109,0.0004861481,0.8765112,0.0001253997,0.0001720351,0.000009740169,0.0002649733,0.0004694741,0.1131323,0.001481104,0.003815977,0.0005036052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021536,0.00006042311,0.07620328,0.0003301784,0.0000615008,0.007137028,0.00008221858,0.00002709474,0.01394472],"genre_scores_gemma":[0.8580745,0.0001981163,0.1387076,0.0003631526,0.00003086923,0.0011591,0.0000193702,0.0000555201,0.001391764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06689402,"threshold_uncertainty_score":0.9984862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130758478592689,"score_gpt":0.3685154204234519,"score_spread":0.327207835637525,"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."}}