{"id":"W2121938481","doi":"10.2196/med20.2712","title":"The Ligurian Human Immunodeficiency Virus Clinical Network: A Web Tool to Manage Patients With Human Immunodeficiency Virus in Primary Care and Multicenter Clinical Trials","year":2013,"lang":"en","type":"article","venue":"Medicine 2 0","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Clinical trial; Medicine; Disease; Intensive care medicine; Immunology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02333578,0.001066333,0.001338261,0.01024891,0.000555817,0.004503544,0.001821219,0.001112105,0.02735309],"category_scores_gemma":[0.05842765,0.0006150133,0.0009145784,0.007599883,0.0004644695,0.003655846,0.004026903,0.0009300352,0.005449156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00159427,"about_ca_system_score_gemma":0.004193551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819734,"about_ca_topic_score_gemma":0.002230062,"domain_scores_codex":[0.9881566,0.007843769,0.001826322,0.0008137261,0.001142484,0.0002169937],"domain_scores_gemma":[0.9399085,0.0416789,0.006903131,0.003401199,0.003292232,0.004816063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003812081,0.0007889093,0.04866773,0.006474808,0.001298253,0.001838316,0.002058211,0.003430122,0.002180318,0.008913796,0.3778962,0.5426412],"study_design_scores_gemma":[0.006015988,0.0008033309,0.0829771,0.005388839,0.001488104,0.003644355,0.001482214,0.03761124,0.002907393,0.02828209,0.8289979,0.0004014584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.09051604,0.028736,0.2528124,0.04015821,0.001600453,0.02126206,0.2645349,0.1659905,0.1343893],"genre_scores_gemma":[0.2591733,0.01248187,0.5328793,0.008716566,0.002131136,0.02747037,0.1343286,0.007039327,0.01577946],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02735309,"threshold_uncertainty_score":0.1234129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0417253696277976,"score_gpt":0.3691550549003154,"score_spread":0.3274296852725178,"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."}}