{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004058673,0.00117231,0.0006276168,0.002566803,0.003653841,0.001582931,0.002385915,0.0009512645,0.01406247],"category_scores_gemma":[0.004602607,0.001050174,0.0009969049,0.004567822,0.0006407425,0.000415123,0.001245815,0.0008947712,0.002755917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007206225,"about_ca_system_score_gemma":0.01791474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.626901,"about_ca_topic_score_gemma":0.6720794,"domain_scores_codex":[0.9973872,0.0004917621,0.0002046593,0.0006017636,0.0007115008,0.0006031079],"domain_scores_gemma":[0.9979134,0.0001543822,0.0002188238,0.0004201524,0.0009390262,0.0003542055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004921701,0.0009135099,0.8183795,0.0006201272,0.0004734883,0.00117067,0.00264094,0.0008349771,0.001821003,0.002016816,0.09873578,0.0674715],"study_design_scores_gemma":[0.001672086,0.001175143,0.9216105,0.0004573051,0.0005079169,0.0008247938,0.002059835,0.0008085517,0.0004784999,0.0007448684,0.06956239,0.00009802373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5751863,0.002945417,0.02008755,0.001924596,0.0004209001,0.093586,0.2762095,0.0005171206,0.02912254],"genre_scores_gemma":[0.6350819,0.002394374,0.03750515,0.005390802,0.0003216696,0.1089142,0.1678118,0.0002678958,0.04231209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.626901,"threshold_uncertainty_score":0.7505925,"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."}}