{"id":"W2588258474","doi":"10.1093/ije/dyw256","title":"Cohort Profile: Alberta’s Tomorrow Project","year":2016,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Cohort; Cohort study; Medicine; Geography; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001634279,0.00009905625,0.0004209713,0.0001771716,0.00001587184,0.00000398958,0.0002707454,0.0000926737,0.0006522561],"category_scores_gemma":[0.008422988,0.00005438502,0.0001967348,0.00005836596,0.0001085501,0.0001670564,0.00004454268,0.0001672449,0.00006938693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176462,"about_ca_system_score_gemma":0.0003018111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036282,"about_ca_topic_score_gemma":0.00004635107,"domain_scores_codex":[0.9984132,0.0001605108,0.0007579673,0.0001496778,0.0003005672,0.0002180924],"domain_scores_gemma":[0.9973818,0.001111936,0.0005262493,0.0001220975,0.0007415143,0.0001163691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008795031,0.00004386449,0.8856578,0.000003877039,0.0004641855,0.0002668317,0.00003763824,0.00000313103,0.002193163,0.003940622,0.06670952,0.0397998],"study_design_scores_gemma":[0.003573467,0.001434844,0.6713021,0.0009989454,0.0002142759,0.01335223,0.00007689277,0.00009113253,0.002059055,0.00552333,0.3011499,0.0002238218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8614558,0.001222969,0.01270859,0.08794798,0.003919364,0.0003612013,0.00002188383,0.00002423793,0.03233796],"genre_scores_gemma":[0.98224,0.000437214,0.007130646,0.005756847,0.001483063,0.00000738154,0.000005895527,0.00001071032,0.002928247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2344404,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1758392161800354,"score_gpt":0.4527328053029928,"score_spread":0.2768935891229574,"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."}}