{"id":"W2159570338","doi":"10.1093/ije/dyp393","title":"Cohort Profile: The Canadian Observational Cohort collaboration","year":2010,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario HIV Treatment Network; AIDS Vancouver","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Observational study; Medicine; Cohort study; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008687207,0.0001150332,0.0003244606,0.0002154134,0.0005429058,0.00001009659,0.000611556,0.0003695511,0.001722199],"category_scores_gemma":[0.01237746,0.00007601992,0.00009329056,0.0001721325,0.0001355162,0.000181176,0.00004624147,0.001867771,0.0001780006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004223655,"about_ca_system_score_gemma":0.004627767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02480959,"about_ca_topic_score_gemma":0.2335236,"domain_scores_codex":[0.9964355,0.001227504,0.001389874,0.0001525063,0.0003905733,0.0004040214],"domain_scores_gemma":[0.9918061,0.003423188,0.001161864,0.0001817827,0.003110656,0.0003164074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004280942,0.00001037915,0.8409148,0.00000542731,0.00007164,0.0000103652,0.0001911703,0.00001194982,0.00002470989,0.02852432,0.1292169,0.0009755389],"study_design_scores_gemma":[0.000236196,0.00002137395,0.6989498,0.00001863795,0.00001689314,0.00003273037,0.0001211344,0.0001595654,0.000001379187,0.003196032,0.2971951,0.00005110205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7138487,0.0002218353,0.000542296,0.2534739,0.0213413,0.0008152261,0.0001419179,0.00001848247,0.009596371],"genre_scores_gemma":[0.9682277,0.0001676248,0.001985615,0.02097937,0.007483779,0.0000352246,0.0001516899,0.00001413963,0.0009548784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.254379,"threshold_uncertainty_score":0.9991904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1570655691276275,"score_gpt":0.5058761891988793,"score_spread":0.3488106200712519,"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."}}