{"id":"W6958524025","doi":"10.6084/m9.figshare.17981872.v1","title":"Additional file 1 of The impact of lookback windows on the prevalence and incidence of chronic diseases among people living with HIV: an exploration in administrative health data in Canada","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Research Canada; University of British Columbia","funders":"","keywords":"Incidence (geometry); Epidemiology; Health data; Public health; Data collection; Chronic disease; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001987588,0.0006431993,0.0009758194,0.003767955,0.001794601,0.002013074,0.002127774,0.000833853,0.6942924],"category_scores_gemma":[0.0551656,0.0006102445,0.001513913,0.01058549,0.000474165,0.001528864,0.001080647,0.001164581,0.03563597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007971224,"about_ca_system_score_gemma":0.02206198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8426543,"about_ca_topic_score_gemma":0.8573864,"domain_scores_codex":[0.9981114,0.0002858855,0.0002564791,0.0002648953,0.0006534063,0.0004279063],"domain_scores_gemma":[0.9444309,0.03513985,0.003124037,0.00202448,0.01394496,0.001335818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001909244,0.00005694895,0.01414461,0.00129393,0.00008636025,0.00005767263,0.0001807021,0.0006508343,0.00002423113,0.001148043,0.975329,0.006836755],"study_design_scores_gemma":[0.003551745,0.0002105534,0.2669925,0.004567738,0.0005329525,0.0004618008,0.002761158,0.004608152,0.0004861653,0.006268631,0.7092927,0.000265906],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000444631,0.00002784816,0.00005531543,0.000125104,0.00001071704,0.00005108801,0.9980214,0.00004545006,0.001218479],"genre_scores_gemma":[0.05547859,0.0004833308,0.003228584,0.000635298,0.000105398,0.001353031,0.9152686,0.0004570378,0.02299005],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6942924,"threshold_uncertainty_score":0.4360547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07524887680038093,"score_gpt":0.3460398725567271,"score_spread":0.2707909957563461,"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."}}