{"id":"W2145326022","doi":"10.1111/hiv.12151","title":"Modelling clinical progression and health care utilization of <scp>HIV</scp>‐positive patients in <scp>B</scp>ritish <scp>C</scp>olumbia prior to death","year":2014,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver; St. Paul's Hospital; University of British Columbia","funders":"National Institute on Drug Abuse; International AIDS Society; Canadian Institutes of Health Research; Abbott Laboratories","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002869118,0.0008602226,0.0007775027,0.001079642,0.0004329855,0.001620995,0.00139907,0.001618887,0.003816716],"category_scores_gemma":[0.009500644,0.0008442743,0.002015441,0.0008937653,0.0005491854,0.0005351839,0.0008752167,0.001531166,0.0003299989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671546,"about_ca_system_score_gemma":0.003036866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2860636,"about_ca_topic_score_gemma":0.1826023,"domain_scores_codex":[0.9989857,0.000506219,0.0000430291,0.0002043115,0.00004052091,0.0002203209],"domain_scores_gemma":[0.9930542,0.005221108,0.0007066001,0.0001825264,0.0004144012,0.0004210736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008876832,0.0002538127,0.1707764,0.0001193732,0.0005347703,0.0003055994,0.000398208,0.817954,0.0004119319,0.002450791,0.0008825103,0.005025043],"study_design_scores_gemma":[0.0001050773,0.000232095,0.02668341,0.00003961074,0.0001481175,0.00005438883,0.0002181508,0.9706481,0.0001204408,0.001100344,0.0006223448,0.00002794325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991001,0.0002446177,0.004446142,0.0004563543,0.00002479107,0.00008352643,0.002679304,0.00005199923,0.001012272],"genre_scores_gemma":[0.9948536,0.0001166509,0.001915916,0.00006597426,0.000009464694,0.0001063883,0.001257581,0.00001048668,0.001664052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7139364,"threshold_uncertainty_score":0.5687971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185812027421091,"score_gpt":0.4019910226019582,"score_spread":0.3401329023277473,"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."}}