{"id":"W4213110525","doi":"10.3410/f.1159168.1433054","title":"Faculty Opinions recommendation of Effect of early versus deferred antiretroviral therapy for HIV on survival.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antiretroviral therapy; Asymptomatic; Internal medicine; Human immunodeficiency virus (HIV); Cohort; Confidence interval; Relative risk; Surgery; Pediatrics; Viral load; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007218014,0.0007416698,0.001837657,0.002508647,0.001562513,0.004169124,0.002842214,0.01013842,0.3116336],"category_scores_gemma":[0.04756358,0.0006435436,0.002147004,0.003497411,0.0007388636,0.001611657,0.0009557132,0.004074642,0.1560187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541024,"about_ca_system_score_gemma":0.009921662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02205347,"about_ca_topic_score_gemma":0.02756057,"domain_scores_codex":[0.9945337,0.001021726,0.0006791356,0.0004804581,0.002806577,0.0004784608],"domain_scores_gemma":[0.9708639,0.005210485,0.001610025,0.001305586,0.01722725,0.003782702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006236833,0.0001783154,0.002159588,0.001209006,0.0001601327,0.00005516158,0.0000205742,0.00006651866,0.000195924,0.000773233,0.9113259,0.08323202],"study_design_scores_gemma":[0.001343599,0.0002006152,0.01168183,0.003389313,0.0003107307,0.00008248477,0.00008410202,0.0002745188,0.0002657671,0.00169359,0.9806359,0.00003763664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.004378798,0.02403465,0.002001247,0.2464871,0.1510627,0.003270902,0.08435687,0.0009366266,0.483471],"genre_scores_gemma":[0.03034509,0.03522157,0.01239992,0.1562368,0.0826645,0.002659624,0.04090534,0.000919545,0.6386477],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3116336,"threshold_uncertainty_score":0.9818712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224236569489573,"score_gpt":0.4197161107884653,"score_spread":0.3674737450935696,"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."}}