{"id":"W2947241282","doi":"10.1136/bmjopen-2018-027325","title":"Cohort profile: Development and profile of a population-based, retrospective cohort of diagnosed people living with HIV in Ontario, Canada (Ontario HIV Laboratory Cohort)","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Public Health Ontario; University of British Columbia; Public Health Agency of Canada; Ontario HIV Treatment Network; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Cohort; Population; Retrospective cohort study; Cohort study; Test (biology); Pediatrics; Family medicine; Demography; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002831067,0.0005447642,0.0004450839,0.00326551,0.00281041,0.001396033,0.001820571,0.0004297176,0.002925165],"category_scores_gemma":[0.006183383,0.0005484173,0.0008630193,0.004868353,0.0004486512,0.0006090124,0.00182397,0.0008002335,0.0007749777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01627995,"about_ca_system_score_gemma":0.02985349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9438079,"about_ca_topic_score_gemma":0.9638862,"domain_scores_codex":[0.9985655,0.0001246835,0.000140751,0.0003352943,0.0005618127,0.0002720449],"domain_scores_gemma":[0.9933355,0.0001688203,0.0008350961,0.0005755992,0.004197846,0.0008872392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815512,0.0000587874,0.972088,0.0001222083,0.0001104237,0.000131151,0.000966198,0.0002430719,0.0003968909,0.0004125166,0.0171935,0.008095574],"study_design_scores_gemma":[0.00003865344,0.00004855076,0.9852843,0.0001029959,0.00006044678,0.0001087704,0.000640973,0.0004660102,0.0001172359,0.0000839342,0.01302507,0.0000230276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6515359,0.0008183034,0.007305882,0.0009539268,0.0001145507,0.006962647,0.3240012,0.0002379103,0.008069726],"genre_scores_gemma":[0.7263752,0.00134109,0.01818368,0.0007395017,0.00009493034,0.008026652,0.2382075,0.0001426292,0.006888787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0561921,"threshold_uncertainty_score":0.1181198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429071752881845,"score_gpt":0.293509294170837,"score_spread":0.2792185766420186,"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."}}