{"id":"W2730448587","doi":"","title":"Health Services Utilization among Persons Living with Human Immunodeficiency Virus Infection in Ontario","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Virology; Gerontology; Immunology; Family medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003263701,0.0002223532,0.0003681459,0.000524144,0.0002542651,0.00005237154,0.00008037387,0.0001777749,0.001531385],"category_scores_gemma":[0.00002439314,0.0001991759,0.00009933901,0.0003975475,0.00003246814,0.0002429826,0.00001773802,0.0007366162,0.00005069933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007584612,"about_ca_system_score_gemma":0.0005396091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7998778,"about_ca_topic_score_gemma":0.9853432,"domain_scores_codex":[0.998482,0.0001003937,0.0002985923,0.0002854481,0.0003874408,0.0004461134],"domain_scores_gemma":[0.9991761,0.00002070793,0.0002333548,0.000265751,0.000139751,0.0001642992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001074893,0.0008374582,0.899832,0.002080339,0.00009075221,0.000006186376,0.0906852,0.000007196356,0.00202846,0.00008571966,0.0007105186,0.003528732],"study_design_scores_gemma":[0.0003659328,0.001402836,0.9816349,0.005567764,0.00005446387,0.000007764456,0.009613805,0.0001126669,0.0001624946,0.000002555213,0.0009108598,0.0001640309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519649,0.0009919181,0.00008069973,0.00004090109,0.00007964661,0.0006172875,0.000003252296,0.00006564342,0.04615581],"genre_scores_gemma":[0.847486,0.0001483892,0.00002615262,0.00001517956,0.00004395493,0.0000691196,0.00124528,0.00004007564,0.1509259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854654,"threshold_uncertainty_score":0.9993814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372322915142772,"score_gpt":0.3911864597500496,"score_spread":0.3539541682357724,"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."}}