{"id":"W2540815999","doi":"10.1109/iembs.1991.684416","title":"A Personalized Information Computer Program On HIV Contamination And Aids","year":2005,"lang":"en","type":"article","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Human immunodeficiency virus (HIV); Contamination; Computer science; Medicine; Virology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007105407,0.0005035148,0.0003718437,0.0008420155,0.001191859,0.0007869206,0.0007052557,0.0008810448,0.05560612],"category_scores_gemma":[0.004070696,0.0001879827,0.0002828284,0.0006185241,0.0001594872,0.0009878023,0.000982458,0.001004628,0.007594454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071856,"about_ca_system_score_gemma":0.0008305055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522197,"about_ca_topic_score_gemma":0.006905823,"domain_scores_codex":[0.9996742,0.0001488027,0.00001522945,0.00005481179,0.0000661974,0.00004082008],"domain_scores_gemma":[0.9972089,0.001651145,0.00008099792,0.0003104799,0.0002197826,0.0005286984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006679751,0.004494495,0.009677152,0.0001370504,0.00004317188,0.0004495039,0.0007348906,0.003105687,0.002273968,0.002203021,0.1824057,0.7938073],"study_design_scores_gemma":[0.002029812,0.006670074,0.07084534,0.0002700607,0.0006069914,0.002892551,0.003258168,0.07723429,0.01698428,0.03170999,0.787317,0.0001814704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4053801,0.002176357,0.1770554,0.03027868,0.002028348,0.005072739,0.005417649,0.03228264,0.340308],"genre_scores_gemma":[0.6026887,0.00192806,0.1487873,0.005931519,0.001570885,0.001626179,0.003116205,0.000985842,0.2333653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05560612,"threshold_uncertainty_score":0.186021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093428473936168,"score_gpt":0.2501967115376548,"score_spread":0.2392624267982931,"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."}}