{"id":"W4406441361","doi":"10.1016/s0029-7437(07)70895-9","title":"10.1016/s0029-7437(07)70895-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Vital signs; Medicine; Virology; Business; Environmental health; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002903595,0.0001710396,0.0003322419,0.0002256098,0.000107474,0.00008558161,0.0002767549,0.0001023217,0.9984655],"category_scores_gemma":[0.0001091425,0.0001827976,0.0001248559,0.0002801609,0.00004030963,0.0001554635,0.00003720063,0.000119834,0.9991537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005342766,"about_ca_system_score_gemma":0.00002041699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004704341,"about_ca_topic_score_gemma":3.283066e-7,"domain_scores_codex":[0.9988601,0.00001817012,0.0003831206,0.0003067587,0.00003989185,0.0003919641],"domain_scores_gemma":[0.9992557,0.00006451828,0.00007388552,0.0003847658,0.00001511817,0.0002059746],"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":[0.0001164004,0.00006590021,0.000004065721,0.000005562415,0.00003095766,0.000004845958,0.00006404222,0.00005944679,0.000006366633,0.00006008268,0.9224114,0.07717089],"study_design_scores_gemma":[0.0002812082,0.000165861,0.0002930596,0.000009710654,0.000004680992,0.000007536366,0.000001783379,0.000319448,0.00003259972,0.000200681,0.9984113,0.0002721595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003638338,0.0004934329,0.000006117536,0.0005927244,0.000001164143,0.0001539974,0.0001128249,0.0001095434,0.9948919],"genre_scores_gemma":[0.001260468,0.000003976074,0.0001365456,0.00008667485,0.0001907104,0.00001382738,0.0000127004,0.00003664347,0.9982585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07689873,"threshold_uncertainty_score":0.7454268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388914063652276,"score_gpt":0.1853519972937799,"score_spread":0.1714628566572571,"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."}}