{"id":"W6902235528","doi":"10.6084/m9.figshare.17981872","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":"Open MIND","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":[0.001968588,0.0006218057,0.0009631614,0.003461035,0.001838618,0.001826625,0.002041286,0.0009110885,0.6058928],"category_scores_gemma":[0.05544708,0.0005687716,0.001411236,0.009117452,0.0004245912,0.001421667,0.001103862,0.001138736,0.02566125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007474858,"about_ca_system_score_gemma":0.02230711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8297729,"about_ca_topic_score_gemma":0.8479793,"domain_scores_codex":[0.9980369,0.0003023105,0.0003055108,0.000267751,0.0006692765,0.0004182573],"domain_scores_gemma":[0.9462326,0.03291987,0.003736739,0.001929844,0.0138482,0.0013328],"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":[0.0002412754,0.00008429266,0.02210106,0.001655073,0.0001121759,0.00007706883,0.0002478695,0.0007221167,0.00003484242,0.001158724,0.9660591,0.007506409],"study_design_scores_gemma":[0.00396523,0.0002626377,0.3454782,0.005168474,0.0006294532,0.0005211075,0.003805179,0.00486253,0.0006296712,0.005451312,0.6289364,0.0002898069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000577785,0.00002458852,0.00004991177,0.0001248722,0.000009202396,0.00005034931,0.9982485,0.00003261316,0.0008823004],"genre_scores_gemma":[0.05607127,0.0004111011,0.002885385,0.0005871485,0.00009841035,0.001538939,0.9194636,0.0002881502,0.01865595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6058928,"threshold_uncertainty_score":0.562146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07185976998837604,"score_gpt":0.3747841588654667,"score_spread":0.3029243888770907,"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."}}